Detailed Information

Research Field/Keywords for Research Field

• computational intelligence

Education

• 1989/03, Department of Electronic Engineering, Graduated
• 1991/03, Department of Electrical and Communication Engineering, Master Course, Completed
• 1994/03, Department of Electrical and Communication Engineering, Doctor Course, Completed

Employment Experience

• 1994/04 - 1995/03 Research Associate, Faculty of Science and Engineering, Saga University
• 1995/04 - 2002/03 Lecturer, Faculty of Science and Engineering, Saga University
• 1999/03 - 2000/01 Visiting Scientist University of Louisville USA
• 2002/04 - 2007/03 Associate Professor, Faculty of Science and Engineering, Saga University
• 2007/04 - 2010/03 Associate Professor, Electrical and Electronic Engineering, Faculty of Science and Engineering, Saga University
• 2010/04 - 2019/03 Associate Professor, Electrical and Electronic Engineering, Graduate School of Science and Engineering, Saga University
• 2019/04 - 2021/03 Associate Professor, Faculty of Science and Engineering, Saga University
• 2021/04 - 2021/07 Associate Professor, Integrated Center for Educational Research and Development, Faculty of Education, Saga University
• 2021/08 -  *  Professor, Integrated Center for Educational Research and Development, Faculty of Education, Saga University
• 2021/08 -  *  Faculty of Education, Saga University
• 2024/04 -  *  Director, Integrated Center for Educational Research and Development, Faculty of Education, Saga University

Field of Specialization

• Soft computing, Intelligent informatics, Life / Health / Medical informatics, Biomedical engineering/ Biomaterial science and engineering

Membership in Academic Societies

• The Institute of Electrical Engineers of Japan (IEEJ), The Institute of Electronics Information and Communication Engineers (IEICE), Asia Pacific Neural Network Society (APNNS), The Institute of Electrical and Electronics Engineers (IEEE), Japanese Neural Network Society (JNNS), Korea Contents Association (KoCon), Japan Society of Medical Electronics and Biological Engineering (JSMBE), Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT), The Institute of Industrial Applications Engineers (IIAE)

Awards

• 日本知能情報ファジィ学会貢献賞 （2015/09）
• 日本知能情報ファジィ学会貢献賞 （2017/09）
• 日本知能情報ファジィ学会九州支部年次貢献賞 （2017/03）
• 日本知能情報ファジィ学会九州支部年次貢献賞 （2019/03）
• 第35回ファジィシステムシンポジウム ポスター・デモセッション優秀発表賞 （2019/08）
• 産業応用工学会全国大会2019 産業応用工学会賞 （2019/09）

Themes for Ongoing Research

• Self-Organizing Map (SOM) for Information Processing and Its Applications
• Search Method for Combinatorial Optimization Problems with Neural Networks and Its Application
• Time Series Prediction with a Neural Network

Research Topics and Results

• Possibility of university-based collaboration and cooperation in various kinds of projects : An example of initiatives in the field of science and engineering 2024/03
• Search method for combinatorial optimization problem based on genetic algorithm representing solution candidate as combination of individuals 2024/00
• Evaluation of video contents for AI beginners based on questionnaire survey 2023/12
• 新教職課程「情報通信技術を活用した教育の理論及び方法」への対応 ～佐賀大学教育学部の場合～ 2023/10
• Search method for combinatorial optimization problem based on genetic algorithm representing solution candidate as combination of individuals 2023/08
• Toward an introduction of the learning e-portal system to Attached Schools, Faculty of Education 2023/02
• A trial of new editing procedure for The Journal of Studies on Educational Practices: A Bulletin of iCerd, Faculty of Education, Saga University 2023/02
• Possibility of ICT utilization during teaching practice : A consideration on some challenging trials in COVID-19 calamity 2022/02
• Manufacture of a six-axis robot arm for aiming at harvesting crops and its analysis 2021/12
• Production of video contents for mini 4WD AI-ification project and its evaluation 2021/03
• A trial of solving tripartite matching problem based on genetic algorithm 2021/03
• A trial of quantitative evaluation focused on area change in self-organizing map 2021/03
• Planning of an online Mini 4WD AI experience meeting based on video contents 2020/11
• An evaluation for importance of questionnaire items based on self-organizing map 2020/03
• Evacuation route planning for multiple people based on genetic algorithm ----- A trial of spatio-temporal information visualization ----- 2020/03
• Solving private accommodation facilities-guests-helpers matching task based on genetic algorithm ----- A trial from the viewpoint of tripartite matching ----- 2020/03
• A trial of solving private accommodation facilities-guests-helpers matching task based on genetic algorithm 2019/11
• 自己組織化マップを用いたアンケート調査の解析 2019/09
• A trial of designing guest acceptance system for private accommodation facility based on genetic algorithm 2019/09
• A primitive analysis for motivational value of mother-doctors by SOM_PAK 2019/08
• A trial of accommodation questionnaire survey analysis by self-organizing map 2019/08
• Information visualization by SOM with a filter for establishing a compact representation based on specific aspects 2019/03
• Information visualization based on extracting specific items by self-organizing map 2018/12
• A study on development performance of self-organizing map for big data analysis 2018/09
• ICT防災デザインに取り組んだ6年間 ～電気電子工学の立場から～ 2018/03
• A trial of visualized analysis of big data by self-organizing map 2018/03
• A trial of evacuation route planning considering risk level by genetic algorithm 2018/02
• Restricted representation for attentional items of feature map developed by a self-organizing map 2018/01
• Information visualization for risk estimation of hazardous locations from the viewpoint of disaster prevention design 2017/12
• An application of genetic algorithm to evacuation route planning for ICT-based disaster prevention design aiming at real-world implementation 2017/11
• An analysis of projected SOM's feature map to a subspace consisting of attentional items 2017/09
• An analysis of self-organizing feature map focused on disaster type for classifying hazardous places 2017/09
• An application of genetic algorithm to evacuation route planning for ICT-based disaster prevention design aiming at real-world implementation 2017/08
• An analysis of multi-dimensional data containing emphasized items by self-organizing map and its application to sightseeing information analysis 2017/06
• Classification of risky locations in a historical local town based on disaster type by a self-organizing map 2017/03
• Information visualization of risky locations in hazard map with self-organizing map 2016/12
• A trial of high-speed calculation for evacuation route planning based on genetic algorithm 2016/12
• On the effects of controlling training speed for a certain training sample in a self-organizing map 2016/09
• A trial of evacuation route planning based on genetic algorithm for dealing with real-world problem 2016/05
• A self-organizing map which accelerates training speed for a certain training sample 2016/03
• Recent activities on soft computing technology applied to ICT-based disaster prevention design 2015/12
• Evacuation route planning using Hopfield networks based on ensemble style for multiple bottlenecks 2015/12
• Disaster risk diagnosis for traditional houses based on a self-organizing map 2015/09
• An application of soft computing technology to ICT-based disater prevention design 2015/07
• Search performance for solving combinatorial optimization problems by a Hopfield network with applying iterative partial constraints 2015/06
• A trial of disaster risk diagnosis based on residential house structure by a self-organizing map 2015/05
• Development of graphical interface for displaying torus SOM on mobile devices 2015/03
• Vocal signal separation by a layered neural network ----- Variety of developed separation matrices ----- 2015/03
• An efficient route search method for road system containing bottlenecks by multiple Hopfield networks 2015/03
• A trial on disaster risk estimation of houses by self-organizing map 2015/03
• Evacuation route planning for disaster prevention design with multiple Hopfield networks 2015/01
• A consideration on visualization of temporal signals by feedback SOM 2014/12
• Development of a user-friendly designed application for mobile devices to display a torus-type self-organizing map 2014/09
• A search method for route planning task with multiple goals based on genetic algorithm 2014/06
• フィードバックSOMの内部情報表現の可視化の試み 2014/06
• An application to vocal signal decomposition by a neural network with structural pruning 2014/04
• A trial of developing intermediate patterns for an animation with smooth movement by a self-organizing map 2014/03
• An improvement of search peformance for combinatorial optimization problems by applying iterative partial constraints 2014/03
• A consideration on effective route assignment for nTSP with Hopfield network 2014/03
• An analysis of inner information representation in a feedback SOM 2014/03
• Signal separation of untraining signals by neural network to realize independent component analysis 2014/03
• Vocal signal separation based on independent component analysis with a neural network ----- Its applicability to untrained signals ----- 2013/11
• An analysis of multi-dimensional data containing emphasized items by self-organizing map: A case study on Saga Prefectural sightseeing information 2013/11
• Development of an application for mobile devices to analyze data set by a Self-Organizing Map: A case study on Saga Prefectural sightseeing information 2013/09
• An application to vocal signal decomposition by a neural network with structural pruning 2013/09
• 遺伝的アルゴリズムによる避難経路探索の試み 2013/09
• Android 携帯端末を用いた自己組織化マップによる情報提供の試 2013/09
• A trial of effective assignment in n-traveling salesmen problem 2013/09
• Signal separation besed on independent component analysis with layered neural network and its adaptability to untrained vocal signals 2013/09
• A trial of developing an application for mobile devices to analyze Saga Prefectural sightseeing information 2013/05
• A search method for combinatorial optimization problems with partitioned Hopfield sub-networks 2013/03
• A trial of vocal signal decomposition by structural pruning 2013/03
• A self-organizing map to train the emphasized items and its application ----- An analysis of Saga Prefectural sightseeing information ----- 2013/03
• ホップフィールドネットワーク 2013/03
• Towards vocal signal decomposition based on a layered neural network with structural pruning 2012/12
• Fragmentization of distance measure for pattern generation by a self-organizing map 2012/11
• An application of the virtual magnetic diminuendo method to combinatorial optimization problems ----- Towards autonomous system for effective assignment ----- 2012/10
• ニューラルネットワークを用いて組み合わせ最適化問題を解く ～異分野の知見を如何に情報処理へ活用するか？～ 2012/09
• Pattern generation by a self-organizing map with fragmentized distance measure 2012/09
• Solution search for n-traveling salesmen problem with the virtual magnetic diminuendo method 2012/09
• 自己組織化マップによる佐賀県観光データの分析 2012/09
• 自己組織化マップを用いたパターン生成方法、そのプログラム及び装置 2012/09
• 仮想磁場漸弱法を用いて分業巡回セールスマン問題を解く 2012/07
• 断片化された距離尺度を採用した自己組織化マップによるパターン生成 2012/07
• 誤差逆伝搬法に構造学習を併用した手法による生体信号分析に向けて 2012/07
• A method for producing animation as a series of backward-projected patterns in a self-organizing map 2012/05
• Multi-winner neuron style with adaptability in feedback SOM for temporal signal processing 2012/03
• A consideration on effectiveness of virtual magnetic diminuendo method solving `traveling plural salesmen problem 2012/03
• A trial for implementation of associative memory model in an Android portable terminal 2012/03
• Pattern generation with backward projection in SOM ----- Developed patterns based on fragmentized distance measure ----- 2012/03
• Multi-winner neuron style with adaptability in feedback SOM for temporal signal processing 2011/12
• A trial of pattern generation with self-organizing map based on fragmentized distance measure 2011/12
• A consideration on critical value of virtual magnetic parameter applied to Hopfield network 2011/12
• Evaluation of convergent and divergent training for self-organizing map 2011/09
• A proposal of new training method for self-organinzing map based on the divergent manner 2011/09
• 自己組織化マップにおける発散式学習法の評価 2011/09
• 自己組織化マップにおける収束式学習と発散式学習の検討 2011/06
• 効率的な負荷分散を目指した仮想磁場漸弱法の検討 2011/06
• 新規パターンの生成を目的とした自己組織化マップの検討 2011/06
• Adaptive multi-winner neuron style in feedback SOM for temporal signal processing 2011/03
• A mechanism of virtual magnetic diminuendo method solving traveling salesman problem 2011/03
• Blind source separation by a neural network with structural pruning for elminating useless neurons 2011/03
• Biomimetic signal decomposition by a neural network with structural pruning 2010/12
• A consideration on configuration of competitive layer in self-organizing map 2010/12
• Biomimetic signal decomposition by a neural network with structural pruning 2010/09
• An improvement of fraction-applicable self-organizing map for aiming at better performance 2010/09
• 部分データを学習する自己組織化マップの提案 2010/09
• A trial of audio signal decomposition by a neural network with structural pruning 2010/09
• 組み合わせ最適化問題を解くホップフィールドネットワークの性能評価 2010/09
• Design of an interface for handwritten character recognition task with feedback SOM 2010/08
• SOM-based pattern generator: Pattern generation based on the backward projection in a self-organizing map and its applications 2010/05
• Visualization of state transitions in the Hopfield network and in search for a mechanism of the virtual magnetic diminuendo method 2010/01
• Temporal signal processing by feedback SOM: An application to on-line character recognition task 2009/12
• Temporal signal processing by feedback SOM: An application to on-line character recognition task 2009/12
• A new type of Hopfield network with controllable synaptic weights for solving combinatorial optimization problems 2009/12
• Online feedback error learning control for an inverted pendulum 2009/12
• Fraction-applicable self-organizing map 2009/12
• Energy landscape manipulation method for solving combinatorial optimization problems ----- In the case of variable threshold technique based on ratio manner ----- 2009/12
• フィードバックSOMを用いた時系列信号処理の試み ～オンライン文字認識への適用について～ 2009/12
• An application of VMD/CSW method to travelling salesman problem 2009/10
• Fraction-applicable self-organizing map 2009/09
• 人工頭脳工学への誘い ～脳を取り巻く種々の話題に触れながら～ 2009/09
• Search process for combinatorial optimization problems with VMD/CSW method ----- An application to travelling salesman problem ----- 2009/09
• Signal separation for biomimetic signals by a neural network with structural pruning 2009/09
• A trial of solving travelling salesman problem with controlling synaptic weights method 2009/09
• フィードバックSOMの競合層活性度に応じた学習方法の検討 2009/09
• Training method for multi-winner neuron style in feedback SOM 2009/08
• A trial of solving travelling salesman problem with VMD/CSW method 2009/08
• An application to signal separation for biomimetic signals by a neural network with structural pruning 2009/08
• Robustness of temporal signal processing in feedback SOM ----- Part-III An analysis of a working mechanism in state space ----- 2009/07
• Blind source separation by neural networks based on nonlinear distortion error criterion ----- An application to biomimetic signals ----- 2009/06
• A proposal of fraction-applicable self-organizing map and its application 2009/03
• Search process for combinatorial optimization problems with VDM/CSW method ----- An extension from a discrete model to a continuous model ----- 2009/03
• Robustness of temporal signal processing in feedback SOM ----- Part-II An improvement based on competitive layer's activity ----- 2009/03
• An application to signal separation for biomimetic signals by neural networks 2009/03
• Robustness of temporal signal processing in feedback SOM ----- Part-IV Adaptability for temporal elastic patterns ----- 2009/03
• Virtual magnetic diminuendo method: A search method for combinatorial optimization problems with a magnetic parameter and its effectiveness 2008/12
• Pattern generation with a self-organizing map and its application 2008/12
• A new type of Hopfield network with controllable synaptic weights for solving combinatorial optimization problems 2008/12
• Online feedback error learning control for an inverted pendulum 2008/12
• A proposal of self-organizing map which can deal with partial input data 2008/12
• Robustness of temporal signal processing in feedback SOM 2008/12
• Enrichment of inner information representations in bi-directional computing architecture for time series prediction 2008/11
• A visualized analysis on state transition by Hopfield network --- An application to search process of N queens problem --- 2008/11
• Pattern generation with backward projection in SOM -----In the case of sound data with different frequency ----- 2008/09
• A trial of on-line character recognition with a feedback SOM ----- Part-II Revision of training method for large data set ----- 2008/09
• Pattern generation with backward projection in SOM ----- In the case both negative and positive images are applied ----- 2008/09
• A search method for combinatorial optimization problems in Hopfield network：An application of visualized analysis to N queens problems 2008/09
• An application of fastICA algorithm to decomposing motor unit action potential from biomimetic surface EMG 2008/09
• 結合荷重制御型ホップフィールドネットワーク ～組み合わせ最適化問題の新しい解探索法の提案～ 2008/09
• Sound data generation with backward projection in a self-organizing map 2008/08
• A new search method for combinatorial optimization problems based on controlling weights in Hopfield network 2008/08
• SOM-based analysis of the records when we match with a computer by Janken game 2008/08
• A study on scheduling function of a magnetic parameter in a virtual magnetic diminuendo method 2008/06
• A visualized analysis on state transition in Hopfield network --- Search process of combinatorial optimization problems --- 2008/06
• Decomposing surface EMG into motor unit action potentials based on independent component analysis approach --- A basic study on signal separation with biomimetic signals --- 2008/06
• ばらつきを考慮した擬似表面筋電信号の運動単位活動電位への分離 2008/03
• パターン生成への自己組織化マップの応用 ～音情報作成への試み～ 2008/03
• ホップフィールドネットワークによる解探索法の検討 ～仮想磁場導入時の振る舞いについて～ 2008/03
• ICAを利用した表面筋電位分離におけるスパイク列ばらつきの影響 2008/03
• 仮想的な磁場パラメータを導入した組み合わせ最適化問題の解探索法 2007/12
• フィードバックSOMを用いたオンライン文字認識の試み 2007/12
• 組み合わせ最適化問題の解探索におけるホップフィールドネットワークの動作メカニズム 2007/12
• Online feedback error learning control of neural network with scaling factor for an inverted pendulum 2007/11
• A study on scheduling function of a magnetic parameter in a virtual magnetic diminuendo method 2007/11
• 独立成分分析を用いた筋活動電位の解析 2007/08
• 自己組織化マップを利用した動画作成の試み 2007/08
• 表面筋電位から運動単位活動電位への分離の試み ～独立成分分析を用いた模擬信号の分離～ 2007/08
• Seasonal variation of neuro-controller training period observed in the control task of inverted pendulum 2007/07
• 自己組織化マップの逆投影を利用したパターン生成 ～棒人間を用いた動画作成の試み～ 2007/03
• 独立成分分析を用いた筋電信号分離の試み 2007/03
• パターン生成への自己組織化マップの応用 ～位相保持マッピングを利用した動画作成～ 2007/03
• ニューラルネットワークによる非線形システムの学習制御 2007/03
• 非線形システムを補償するオンライン学習型ニューロ制御器 2007/03
• 仮想磁場漸弱法における磁場パラメータ制御法 ―組み合わせ最適化問題の効率的な解探索を目指して― 2007/03
• 第15章 時系列信号処理をおこなうSOMとその応用 2007
• 自己組織化マップを用いた逐次逆投影による動画生成 2007
• 自己組織化特徴マップの逆投影を利用したパターン生成への応用 ～顔文字を用いた場合について～ 2007
• 概周期的な時系列情報に含まれる潜在的規則を発見・記憶・忘却する連想記憶型神経回路モデル 2006/12
• 自己組織化マップの逆投影作用に基づいたパターン生成 2006/12
• 組み合わせ最適化問題における仮想磁場パラメータを用いた解探索法の有効性 2006/12
• 人工頭脳工学への誘い ～脳にまつわる過去・現在・未来の話題を織り交ぜて～ 2006/11
• 倒立振子を制御するオンライン学習型制御器 ～指令信号反転現象の解析について～ 2006/11
• Seasonal variation of neuro-controller training period observed in the control task of inverted pendulum 2006/09
• 新規パターンを生成する自己組織化マップの提案 2006/09
• 自己組織化マップを用いたパターン生成の試み 2006/09
• ニューラルネットワークにおける時系列信号処理 ―時間とともに変化する情報を如何に扱おうとしてきたか? 2006/08
• 倒立振子のセルフチューニング型オンライン制御 2006/08
• ニューラルネットワークの適応能力を利用した倒立振子のフィードバック制御 2006/06
• A new search method for combinatorial optimization problem inspired by the spin glass system 2006/03
• セルフチューニング型オンライン学習制御方式における指令信号波形の反転現象 2006/03
• 自己組織化マップの位相保持マッピングに着目したコンピュータウィルス検出の試み 2006/03
• オンライン学習型制御器における指令信号反転現象の解析 2006/03
• コンピュータウィルス検出に向けた自己組織化マップの応用 2006/03
• 忘却機構を有する連想記憶モデルによる時系列中の潜在的規則の抽出と自動削除 2006/03
• 双方向型計算様式に基づいた時系列予測技術の財政時系列データへの適用 2006/03
• Signal processing for brain temperature change detection by non-invasive measurement: An independent component analysis approach 2006
• An architecture of self-organizing map for temporal signal processing and its application to a Braille recognition task 2006
• 時系列情報に含まれる潜在的規則を抽出する連想記憶型神経回路モデル 2005/12
• バイナリィデータに着目した電子ファイル識別のための自己組織化マップ 2005/12
• A new search method for combinatorial optimization problem inspired from the spin glass system 2005/10
• ニューラルネットワークを用いた組み合わせ最適化問題の解探索法の検討 2005/09
• セルフチューニングを用いた適応的な手法による倒立振子の制御 2005/09
• 適応的に倒立振子を制御するニューロコントローラ構築の試み 2005/09
• 仮想磁場漸弱法を用いた組み合わせ最適化問題の解法 2005/09
• ニューロコントローラを用いた倒立振子の制御 2005/03
• データの分布を推定する誤差逆伝搬学習法 2005/03
• ニューラルネットワークを用いた組み合わせ最適化問題の解法 2005/03
• 第7章 応用 2005
• 時系列信号処理を行う自己組織化マップとその応用：ヒトの意思決定様式の解析 2004/12
• データのばらつきを考慮した誤差逆伝搬学習による平均値と標準偏差の同時推定 2004/11
• An application of brain-inspired computing architecture to time series prediction tasks 2004/09
• ノイズを許容したデータによる誤差逆伝搬学習 2004/09
• ジャンケンに見られるヒトの意思決定様式のSOM解析 ――第2報 特徴マップの解釈を巡って―― 2004/06
• An application of brain-inspired computing architecture to time series prediction tasks 2004/03
• An Architecture of Self-Organizing Map for Temporal Signal Processing and Its Application to a Braille Recognition Task 2004/03
• ジャンケンに見られるヒトの意思決定様式のSOM解析 2004/03
• Signal Processing for Brain Temperature Change Detection by Non-invasive Measurement : An Independent Component Analysis Approach 2004/02
• 自己組織化マップによるヒトの意思決定様式の解析 2004/02
• Time series prediction with a neural network model based on bi-directional computation style: An analytical study and its estimation on acquired signal transfo㎜ation 2003/11
• ニューラルネットワークで実現したベイズ的推論に基づくデータ分布の推定法 2003/10
• Time series prediction by a neural network model based on bi-directional computation style: A study on generalization performance with the computer generated time sedries "Data Set D" 2003/09
• 時系列予測を行う双方向型神経回路モデルにおける予測-平滑化統合処理と精度向上のメカニズム 2003/09
• ニューラルネットワークで構築されたベイズ的推論による測定対象の入出力関係の推定 2003/09
• 自己組織化マップの生理学的時系列データ処理への応用 2003/09
• ベイズ的推論に基づいて未知関数の推定を行う神経回路モデル 2003/09
• A new architecture of self-organizing map for temporal signal processing 2003/09
• ベイズ推定を行う神経回路網による未知関数の推定 2003/09
• 双方向型計算様式に基づいた時系列予測における予測-平滑化処理の統合効果について 2003/09
• Development process of information representations in bi-directional computing architecture for time series prediction 2003/06
• 自己組織化マップを用いた時系列信号処理：点字認識課題への応用 2003/03
• 未来-過去情報統合を用いた双方向型計算様式による時系列予測：内部情報表現の多様性と予測精度向上のメカニズム 2003/03
• 時系列信号処理を行う自己組織化マップの動作メカニズムについて 2003/03
• Material Discrimination Based on the Self-Organizing Map with a Micro Multi-Functional Tactile Sensor 2003/01
• Time series prediction with a neural network model based on bi-directional computation style: An analytical study and its estimation on acquired signal transformation 2002/10
• A proposal of FM-like neuron model and its application 2002/06
• Time series prediction by a neural network model based on bi-directional computation style: A study on generalization performance with the computer generated time series ``Data Set D'' 2002/01
• Bi-directional computing architecture for time series prediction 2001/11
• An integrated model for motor control and sensory reception with a bi-directional neural network model 1997/07
• Comb shaped multi-functional tactile sensor for material discrimination 1997/05
• An intelligent system for multi-functional instrumentation based on biological sensory information processing 1996/09
• A bi-directional neural network model for generation and recognition of temporal patterns 1994/01

Books

• Temporal signal processing by feedback SOM: An application to on-line character recognition task;　2009/12
  ANNOUNCEMENT INFO.;　Neural Information Processing, Part II, LNCS 5864, Springer, 865-873
  AUTHOR;　Hiroshi Wakuya and Akira Terada
  
• A study on scheduling function of a magnetic parameter in a virtual magnetic diminuendo method;　2008/06
  ANNOUNCEMENT INFO.;　Neural Information Processing, Part II, LNCS 4985, Springer, 1047-1054
  AUTHOR;　Hiroshi Wakuya and Mari Miyazaki
  
• Seasonal variation of neuro-controller training period observed in the control task of inverted pendulum;　2007/07
  ANNOUNCEMENT INFO.;　Brain-Inspired IT III , ICS 1301, Elsevier, 114-118
  AUTHOR;　Hiroshi Wakuya, Yoichiro Sankai and Yuzuru Morita
  
• 第15章 時系列信号処理をおこなうSOMとその応用;　2007
  ANNOUNCEMENT INFO.;　, 199-214
  AUTHOR;　
  
• A new search method for combinatorial optimization problem inspired by the spin glass system;　2006/03
  ANNOUNCEMENT INFO.;　Brain-Inspired IT II , ICS 1291, Elsevier, 201-204
  AUTHOR;　Hiroshi Wakuya
  
• 第7章 応用;　2005
  ANNOUNCEMENT INFO.;　, 268-317
  AUTHOR;　
  
• An application of brain-inspired computing architecture to time series prediction tasks;　2004/09
  ANNOUNCEMENT INFO.;　Brain-Inspired IT I , ICS 1269, Elsevier, 145-148
  AUTHOR;　Hiroshi Wakuya
  

Original Articles

• Using particle representation of beliefs in an AlphaZero-based reinforcement learning algorithm for partially observable environments;　2024/03
  ANNOUNCEMENT INFO.;　ICIC Express Letters, 18, 3, 219-227
  AUTHOR;　Hideaki Itoh, Yuta Kihara, Hisao Fukumoto, and Hiroshi Wakuya
  
• Reinforcement learning of bipedal walking using a simple reference motion;　2024/02
  ANNOUNCEMENT INFO.;　Applied Sciences, 14, 5
  AUTHOR;　Naoya Itahashi, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Search method for combinatorial optimization problem based on genetic algorithm representing solution candidate as combination of individuals;　2024/00
  ANNOUNCEMENT INFO.;　ICIC Express Letters, Part B: Applications
  AUTHOR;　Hiroshi Wakuya and Hideaki Itoh
  
• Adhesion sensing in an electroadhesive paper handler and its application to physical RPA;　2023/01
  ANNOUNCEMENT INFO.;　IEEJ Transactions on Electronics, Information and Systems, 143-C, 1, 47-56
  AUTHOR;　Takuya Okamoto, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• An electroadhesive paper gripper with application to a document-sorting robot;　2022/10
  ANNOUNCEMENT INFO.;　IEEE Access, 10, 113598-113609
  AUTHOR;　Hideaki Itoh, Takuya Okamoto, Hisao Fukumoto, and Hiroshi Wakuya
  
• A partially observable Markov decision process-based blackboard architecture for cognitive agents in partially observable environments;　2022/03
  ANNOUNCEMENT INFO.;　IEEE Transactions on Cognitive and Developmental Systems, 14, 1, 189-204
  AUTHOR;　Hideaki Itoh, Hidehiko Nakano, Ryota Tokushima, Hisao Fukumoto, and Hiroshi Wakuya
  
• A motion imitation system for humanoid robots with inference-based optimization and an auditory user interface;　2020/02
  ANNOUNCEMENT INFO.;　Artificial Life and Robotics, 25, 1, 106-115
  AUTHOR;　Hideaki Itoh, Nozomi Ihara, Hisao Fukumoto, and Hiroshi Wakuya
  
• An application of genetic algorithm to evacuation route planning for ICT-based disaster prevention design aiming at real-world implementation;　2017/11
  ANNOUNCEMENT INFO.;　ICIC Express Letters, Part B: Applications, 8, 11, 1537-1544
  AUTHOR;　Hiroshi Wakuya, Ryoki Nishimura, Hideaki Itoh, Nobuo Mishima, Sang-Hoon Oh, and Yong-Sun Oh
  
• Using model uncertainty for robust optimization in approximate inference control;　2017/09
  ANNOUNCEMENT INFO.;　, 22, 3, 327-335
  AUTHOR;　Hideaki Itoh, Yoshitaka Sakai, Toru Kadoya, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• An analysis of multi-dimensional data containing emphasized items by self-organizing map and its application to sightseeing information analysis;　2017/06
  ANNOUNCEMENT INFO.;　Soft Computing, 21, 12, 3345-3352
  AUTHOR;　Hiroshi Wakuya, Yu Horinouchi, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Development of a sustainable community-based hazard map creation support system for traditional towns with local heritage;　2016/06
  ANNOUNCEMENT INFO.;　International Journal of Contents, 12, 2, 58-65
  AUTHOR;　Yasuhisa Okazaki, Seina Mori, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• Hydrological modelling of water level near "Hahoe Village" based on multi-layer perceptron;　2016/03
  ANNOUNCEMENT INFO.;　International Journal of Contents, 12, 1, 49-53
  AUTHOR;　Sang-Hoon Oh and Hiroshi Wakuya
  
• Improvement strategy of open space at the center of a traditional lowland town with narrow paths;　2015/12
  ANNOUNCEMENT INFO.;　Lowland Technology International, 17, 3, 197-206
  AUTHOR;　Nobuo Mishima, Yoko Taguchi, Yasuhisa Okazaki, Hiroshi Wakuya, Keiko Kitagawa, Yukuo Hayashida, Yong-Sun Oh, and Sun-Gyu Park
  
• Bottom-up learning of hierarchical models in a class of deterministic POMDP environments;　2015/09
  ANNOUNCEMENT INFO.;　International Journal of Applied Mathematics and Computer Science, 25, 3, 597-615
  AUTHOR;　Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Deriving a new divergence measure from extended cross-entropy error function;　2015/06
  ANNOUNCEMENT INFO.;　International Journal of Contents, 11, 2, 57-62
  AUTHOR;　Sang-Hoon Oh, Hiroshi Wakuya, Sun-Gyu Park, Hwang-Woo Noh, Jae-Soo Yoo, Byung-Won Min, and Yong-Sun Oh
  
• An application to vocal signal decomposition by a neural network with structural pruning;　2014/04
  ANNOUNCEMENT INFO.;　ICIC Express Letters --- An International Journal of Research and Surveys, 8, 4, 999-1005
  AUTHOR;　Hiroshi Wakuya, Kensuke Kukihara, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Comparison of objective functions for feed-forward neural network classifiers using receiver operating characteristics graph;　2014/03
  ANNOUNCEMENT INFO.;　International Journal of Contents, 10, 1, 23-28
  AUTHOR;　Sang-Hoon Oh and Hiroshi Wakuya
  
• A Training System for Unvoiced Vowel Recognition;　2013/12
  ANNOUNCEMENT INFO.;　SICE Transactions of the Society of Instrument and Control Engineers, 49, 12, 1106-1112
  AUTHOR;　フクモト ヒサオ，クラトミ イサオ，フルカワ タツヤ，オオチ マサシ，イトウ ヒデアキ，ワクヤ ヒロシ
  
• A Training System for Unvoiced Vowel Recognition;　2013/12
  ANNOUNCEMENT INFO.;　SICE Transactions of the Society of Instrument and Control Engineers, 49, 12, 1106-1112
  AUTHOR;　Hisao Fukumoto, Isao Kuratomi, Tatsuya Furukawa, Masashi Ohchi, Hideaki Itoh, Hiroshi Wakuya
  
• Development of an application for mobile devices to analyze data set by a Self-Organizing Map: A case study on Saga Prefectural sightseeing information;　2013/09
  ANNOUNCEMENT INFO.;　International Journal of Contents, 9, 3, 15-18
  AUTHOR;　Hiroshi Wakuya, Yu Horinouchi, and Hideaki Itoh
  
• Multi-winner neuron style with adaptability in feedback SOM for temporal signal processing;　2012/03
  ANNOUNCEMENT INFO.;　ICIC Express Letters --- An International Journal of Research and Surveys, 6, 3, 747-752
  AUTHOR;　Hiroshi Wakuya, Akira Terada, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Introduction of new motion measurement equipment into Virtual Walk System;　2011/08
  ANNOUNCEMENT INFO.;　IEEJ Transactions on Fundamentals and Materials, 131-A, 8, 641-647
  AUTHOR;　Tatsuya Furukawa, Hideaki Itoh, Toshiyuki Hori, Hisao Fukumoto, Hiroshi Wakuya, Kenji Hirata, and Masashi Ohchi
  
• Feasibility implementation of voltage-current waveform telemetry system in power delivery system;　2011/04
  ANNOUNCEMENT INFO.;　IEEJ Transactions on Fundamentals and Materials, 131-A, 4, 288-294
  AUTHOR;　Tatsuya Furukawa, Keita Akagi, Hisao Fukumoto, Hideaki Itoh, Hiroshi Wakuya, Kenji Hirata, and Masashi Ohchi
  
• Numerical electric field analysis of power status sensor observing power distributing system taking into account voltage divider measurement circuit;　2011/03
  ANNOUNCEMENT INFO.;　IEEJ Transactions on Fundamentals and Materials, 131-A, 3, 171-177
  AUTHOR;　Takuro Kubo, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• Biomimetic signal decomposition by a neural network with structural pruning;　2010/12
  ANNOUNCEMENT INFO.;　ICIC Express Letters --- An International Journal of Research and Surveys, 4, 6(B), 2397-2402
  AUTHOR;　Hiroshi Wakuya and Masaya Mutsukado
  
• SOM-based pattern generator: Pattern generation based on the backward projection in a self-organizing map and its applications;　2010/05
  ANNOUNCEMENT INFO.;　IEEJ Transactions on Electronics, Information and Systems, 130-C, 5, 882-888
  AUTHOR;　Hiroshi Wakuya and Takahiro Ishiguma
  
• Visualization of state transitions in the Hopfield network and in search for a mechanism of the virtual magnetic diminuendo method;　2010/01
  ANNOUNCEMENT INFO.;　IEEJ Transactions on Electronics, Information and Systems, 130-C, 1, 50-56
  AUTHOR;　Hiroshi Wakuya and Kiyotaka Yamashita
  
• A new type of Hopfield network with controllable synaptic weights for solving combinatorial optimization problems;　2009/12
  ANNOUNCEMENT INFO.;　International Journal of Innovative Computing, Information and Control, 5, 12(B), 5051-5060
  AUTHOR;　Hiroshi Wakuya and Kiyotaka Yamashita
  
• Online feedback error learning control for an inverted pendulum;　2009/12
  ANNOUNCEMENT INFO.;　International Journal of Innovative Computing, Information and Control, 5, 10, 3565-3572
  AUTHOR;　Yuzuru Morita and Hiroshi Wakuya
  
• Fraction-applicable self-organizing map;　2009/12
  ANNOUNCEMENT INFO.;　ICIC Express Letters --- An International Journal of Research and Surveys, 5, 12(B), 1381-1386
  AUTHOR;　Hiroshi Wakuya and Suguru Nagano
  
• Virtual magnetic diminuendo method: A search method for combinatorial optimization problems with a magnetic parameter and its effectiveness;　2008/12
  ANNOUNCEMENT INFO.;　Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, 20, 6, 872-882
  AUTHOR;　Hiroshi Wakuya and Mari Miyazaki
  
• Enrichment of inner information representations in bi-directional computing architecture for time series prediction;　2008/11
  ANNOUNCEMENT INFO.;　International Journal of Innovative Computing, Information and Control, 4, 11, 3079-3090
  AUTHOR;　Hiroshi Wakuya
  
• An Architecture of Self-Organizing Map for Temporal Signal Processing and Its Application to a Braille Recognition Task;　2004/03
  ANNOUNCEMENT INFO.;　, J87-D-II, 3, 884-892
  AUTHOR;　
  
• Signal Processing for Brain Temperature Change Detection by Non-invasive Measurement : An Independent Component Analysis Approach;　2004/02
  ANNOUNCEMENT INFO.;　, J87-D-II, 2, 673-682
  AUTHOR;　
  
• Material Discrimination Based on the Self-Organizing Map with a Micro Multi-Functional Tactile Sensor;　2003/01
  ANNOUNCEMENT INFO.;　, 123, 1, 35-42
  AUTHOR;　
  
• Time series prediction with a neural network model based on bi-directional computation style: An analytical study and its estimation on acquired signal transformation;　2002/10
  ANNOUNCEMENT INFO.;　The Transactions of The Institute of Electrical Engineers of Japan, A Publication of Electronics, Information and Systems Society, 122-C, 10, 1794-1802
  AUTHOR;　Hiroshi Wakuya and Katsunori Shida
  
• Time series prediction by a neural network model based on bi-directional computation style: A study on generalization performance with the computer generated time series ``Data Set D'';　2002/01
  ANNOUNCEMENT INFO.;　IEICE Transactions on Information and Systems (Japanese Edition), J85-D-II, 1, 101-111
  AUTHOR;　Hiroshi Wakuya and Katsunori Shida
  
• Bi-directional computing architecture for time series prediction;　2001/11
  ANNOUNCEMENT INFO.;　Neural Networks, 14, 9, 1307-1321
  AUTHOR;　Hiroshi Wakuya and Jacek M. Zurada
  
• An integrated model for motor control and sensory reception with a bi-directional neural network model;　1997/07
  ANNOUNCEMENT INFO.;　IEICE Transactions on Information and Systems (Japanese Edition), J80-D-II, 7, 1929-1938
  AUTHOR;　Hiroshi Wakuya and Katsunori Shida
  
• Comb shaped multi-functional tactile sensor for material discrimination;　1997/05
  ANNOUNCEMENT INFO.;　The Transactions of The Institute of Electrical Engineers of Japan, A Publication of Sensors and Micromachines Society, 117-E, 5, 268-274
  AUTHOR;　Desheng Li, Hiroshi Wakuya and Katsunori Shida
  
• An intelligent system for multi-functional instrumentation based on biological sensory information processing;　1996/09
  ANNOUNCEMENT INFO.;　The Transactions of The Institute of Electrical Engineers of Japan, A Publication of Electronics, Information and Systems Society, 116-C, 9, 1051-1056
  AUTHOR;　Hiroshi Wakuya and Katsunori Shida
  
• A bi-directional neural network model for generation and recognition of temporal patterns;　1994/01
  ANNOUNCEMENT INFO.;　IEICE Transactions on Information and Systems (Japanese Edition), J77-D-II, 1, 236-243
  AUTHOR;　Hiroshi Wakuya, Ryoko Futami and Nozomu Hoshimiya
  

Material, Commentary, Editorials, Research Report, A Comprehensive Journal Articles

• Possibility of university-based collaboration and cooperation in various kinds of projects : An example of initiatives in the field of science and engineering;　2024/03
  ANNOUNCEMENT INFO.;　Journal of Graduate School of Teacher Education, Saga University, 8, 790-798
  AUTHOR;　Hiroshi Wakuya
  
• Toward an introduction of the learning e-portal system to Attached Schools, Faculty of Education;　2023/02
  ANNOUNCEMENT INFO.;　The Journal of Studies on Educational Practices: A Bulletin of the Integrated Center for Educational Research and Development, Faculty of Education, Saga University, 41, 9-16
  AUTHOR;　Hiroshi Wakuya, Haruto Imai, and Bunji Ono
  
• A trial of new editing procedure for The Journal of Studies on Educational Practices: A Bulletin of iCerd, Faculty of Education, Saga University;　2023/02
  ANNOUNCEMENT INFO.;　The Journal of Studies on Educational Practices: A Bulletin of the Integrated Center for Educational Research and Development, Faculty of Education, Saga University, 41, 1-7
  AUTHOR;　Hiroshi Wakuya
  
• Educational method using ICT;　2022/02
  ANNOUNCEMENT INFO.;　Journal of the Faculty of Education, Saga University, 6, 2, 43-61
  AUTHOR;　Mie Narimatsu, and Hiroshi Wakuya
  
• Improving operational efficiency using operations research ----- On an availability of school sites -----;　2022/02
  ANNOUNCEMENT INFO.;　Journal of the Faculty of Education, Saga University, 5, 2, 13-18
  AUTHOR;　Bunji Ono, Hiroshi Wakuya, Mie Narimatsu, Motonobu Hidaka, and Gen Takayanagi
  
• Possibility of ICT utilization during teaching practice : A consideration on some challenging trials in COVID-19 calamity;　2022/02
  ANNOUNCEMENT INFO.;　The Journal of Studies on Educational Practices: A Bulletin of the Integrated Center for Educational Research and Development, Faculty of Education, Saga University, 40, 13-18
  AUTHOR;　Hiroshi Wakuya, Seiji Kurotani, and Bunji Ono
  
• A trial of quantitative evaluation focused on area change in self-organizing map;　2021/03
  ANNOUNCEMENT INFO.;　Smart Info-Media Systems, IEICE Technical Report, SIS2020-56, 120, 415, 114-119
  AUTHOR;　Yuto Nakashima, Hiroshi Wakuya, Fukuko Moriya, Kaoru Araki, and Hideaki Itoh
  
• Practice and evaluation of faculty development activities to promote online class as a measure against COVID-19;　2021/03
  ANNOUNCEMENT INFO.;　Journal of the Organization for General Education, Saga University, 9, 65-81
  AUTHOR;　Kiyoshi Yonemitsu, Takaaki Koga, Koji Nagatani, Masanao Machida, Mitsuhiro Takasaki, Yoshiaki Hori, Kazuyoshi Yamauchi, and Hiroshi Wakuya
  
• Solving private accommodation facilities-guests-helpers matching task based on genetic algorithm ----- A trial from the viewpoint of tripartite matching -----;　2020/03
  ANNOUNCEMENT INFO.;　Smart Info-Media Systems, IEICE Technical Report, SIS2019-49, 119, 458, 67-72
  AUTHOR;　Hiroshi Wakuya, Yudai Tsuchiya, Hideaki Itoh, and Nobuo Mishima
  
• Restricted representation for attentional items of feature map developed by a self-organizing map;　2018/01
  ANNOUNCEMENT INFO.;　Neurocomputing, IEICE Technical Report, NC2017-56, 117, 427, 35-40
  AUTHOR;　Hiroshi Wakuya, Yuukou Tanaka, and Hideaki Itoh
  
• Model Learning of Multiple Tasks of Developmental Scales using Inductive Logic Programming;　2015/01
  ANNOUNCEMENT INFO.;　Neurocomputing, IEICE Technical Report, NC2014-63, 114, 437, 33-37
  AUTHOR;　Yuki Tsuru, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya
  
• Vocal signal separation based on independent component analysis with a neural network ----- Its applicability to untrained signals -----;　2013/11
  ANNOUNCEMENT INFO.;　The Papers of Technical Meeting on Instrumentation and Measurement, IEE Japan, IM-13-47, 1-6
  AUTHOR;　Kensuke Kukihara, Hiroshi Wakuya, and Hideaki Itoh
  
• A study on feature patterns of non-audible continuous speech using electromyography;　2012/11
  ANNOUNCEMENT INFO.;　The Papers of Technical Meeting on Instrumentation and Measurement, IEE Japan, IM-12-59, 69-72
  AUTHOR;　Isao Kuratomi, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Sound field analysis of model 'Suikinkutu' based on measured sound data;　2012/11
  ANNOUNCEMENT INFO.;　The Papers of Technical Meeting on Instrumentation and Measurement, IEE Japan, IM-12-46, 1-6
  AUTHOR;　Hideaki Hirano, Tatsuya Furukawa, Hisao Fukumoto, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• An application of the virtual magnetic diminuendo method to combinatorial optimization problems ----- Towards autonomous system for effective assignment -----;　2012/10
  ANNOUNCEMENT INFO.;　Neurocomputing, IEICE Technical Report, NC2012-48, 112, 227, 67-72
  AUTHOR;　Hiroshi Wakuya, Taichi Inoue, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Methods for estimation of leakage reactance in multi-wound type transformer for harmonic suppression of high-voltage inverter;　2010/12
  ANNOUNCEMENT INFO.;　The Papers of Technical Meeting on Magnetics, IEE Japan, MAG-10-193, 7-12
  AUTHOR;　Masahiro Hata, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• Electromagnetic simulation of guitar pickup using three-dimension finite element method;　2010/12
  ANNOUNCEMENT INFO.;　The Papers of Technical Meeting on Magnetics, IEE Japan, MAG-10-192, 1-5
  AUTHOR;　Hideaki Tanaka, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• Learning goal-directed reasoning by relational reinforcement learning;　2010/11
  ANNOUNCEMENT INFO.;　Artificial Intelligence and Knowledge Processing, IEICE Technical Report, AI2010-31, 110, 301, 1-6
  AUTHOR;　Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Study to improve realistic sensation on Virtual Walk System;　2010/11
  ANNOUNCEMENT INFO.;　The Papers of Technical Meeting on Instrumentation and Measurement, IEE Japan, IM-10-56, 1-6
  AUTHOR;　Soshiro Kanahara, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• Detecting direction of harmonic current by direction identification system for propagating harmonic waves in power delivery system;　2010/11
  ANNOUNCEMENT INFO.;　The Papers of Technical Meeting on Instrumentation and Measurement, IEE Japan, IM-10-63, 35-40
  AUTHOR;　Kay Vincent Morokuni, Tatsuya Furukawa, Hisao Fukumoto, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Feasibility implementation of appearance inspection considering surface reflectivity estimated by photometric stereo;　2010/11
  ANNOUNCEMENT INFO.;　The Papers of Technical Meeting on Instrumentation and Measurement, IEE Japan, IM-10-65, 1-6
  AUTHOR;　Hirohiko Yoshino, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• An application of VMD/CSW method to travelling salesman problem;　2009/10
  ANNOUNCEMENT INFO.;　Neurocomputing, IEICE Technical Report, NC2009-39, 109, 252, 13-18
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• Blind source separation by neural networks based on nonlinear distortion error criterion ----- An application to biomimetic signals -----;　2009/06
  ANNOUNCEMENT INFO.;　Reports of the Faculty of Science and Engineering, Saga University, 38, 1, 29-36
  AUTHOR;　Masaya Mutsukado and Hiroshi Wakuya
  
• A visualized analysis on state transition by Hopfield network --- An application to search process of N queens problem ---;　2008/11
  ANNOUNCEMENT INFO.;　Neurocomputing, IEICE Technical Report, NC2008-60, 108, 281, 7-12
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• A visualized analysis on state transition in Hopfield network --- Search process of combinatorial optimization problems ---;　2008/06
  ANNOUNCEMENT INFO.;　Neurocomputing, IEICE Technical Report, NC2008-28, 108, 101, 85-90
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• Decomposing surface EMG into motor unit action potentials based on independent component analysis approach --- A basic study on signal separation with biomimetic signals ---;　2008/06
  ANNOUNCEMENT INFO.;　Reports of the Faculty of Science and Engineering, Saga University, 37, 1, 5-15
  AUTHOR;　Ryo Kamikawa, Hiroshi Wakuya and Kenji Saitou
  
• Online feedback error learning control of neural network with scaling factor for an inverted pendulum;　2007/11
  ANNOUNCEMENT INFO.;　電子情報通信学会技術研究報告(ニューロコンピューティング研究会), NC2007-66, 107, 328, 65-70
  AUTHOR;　Yuzuru Morita, Hiroshi Wakuya
  
• 自己組織化マップを用いた逐次逆投影による動画生成;　2007
  ANNOUNCEMENT INFO.;　, 107, 328, 77-82
  AUTHOR;　
  
• 自己組織化特徴マップの逆投影を利用したパターン生成への応用 ～顔文字を用いた場合について～;　2007
  ANNOUNCEMENT INFO.;　, 106, 590, 125-129
  AUTHOR;　
  
• 概周期的な時系列情報に含まれる潜在的規則を発見・記憶・忘却する連想記憶型神経回路モデル;　2006/12
  ANNOUNCEMENT INFO.;　, 35, 2, 11-17
  AUTHOR;　
  
• 倒立振子を制御するオンライン学習型制御器 ～指令信号反転現象の解析について～;　2006/11
  ANNOUNCEMENT INFO.;　, 106, 341, 1-6
  AUTHOR;　
  
• ニューラルネットワークの適応能力を利用した倒立振子のフィードバック制御;　2006/06
  ANNOUNCEMENT INFO.;　, 35, 1, 53-61
  AUTHOR;　
  
• Signal processing for brain temperature change detection by non-invasive measurement: An independent component analysis approach;　2006
  ANNOUNCEMENT INFO.;　, 38, 3, 62-71
  AUTHOR;　
  
• An architecture of self-organizing map for temporal signal processing and its application to a Braille recognition task;　2006
  ANNOUNCEMENT INFO.;　, 38, 6, 80-90
  AUTHOR;　
  
• マシンは人間のような"ぬくもり"を持てるか？ ～人工頭脳研究の目指すもの～;　2005/10
  ANNOUNCEMENT INFO.;　, 1440, 51-51
  AUTHOR;　
  
• 人工頭脳研究の現状と将来 ～無人ステルス戦闘機・エディ（E.D.I.）に見る可能性～;　2005/07
  ANNOUNCEMENT INFO.;　, 23-23
  AUTHOR;　
  
• 時系列信号処理を行う自己組織化マップとその応用：ヒトの意思決定様式の解析;　2004/12
  ANNOUNCEMENT INFO.;　, 33, 2, 1-9
  AUTHOR;　
  
• データのばらつきを考慮した誤差逆伝搬学習による平均値と標準偏差の同時推定;　2004/11
  ANNOUNCEMENT INFO.;　, 104, 473, 47-51
  AUTHOR;　
  
• Time series prediction with a neural network model based on bi-directional computation style: An analytical study and its estimation on acquired signal transfo㎜ation;　2003/11
  ANNOUNCEMENT INFO.;　Electrical Engineering in Japan, John Wiley & Sons, 145, 3, 50-60
  AUTHOR;　Hiroshi Wakuya, Katsunori Shida
  
• ニューラルネットワークで実現したベイズ的推論に基づくデータ分布の推定法;　2003/10
  ANNOUNCEMENT INFO.;　, 13-18
  AUTHOR;　
  
• Time series prediction by a neural network model based on bi-directional computation style: A study on generalization performance with the computer generated time sedries "Data Set D";　2003/09
  ANNOUNCEMENT INFO.;　Systems and Computers in Japan, John Wiley & Sons, 34, 10, 64-75
  AUTHOR;　Hiroshi Wakuya, Katsunori Shida
  
• 自己組織化マップを用いた時系列信号処理：点字認識課題への応用;　2003/03
  ANNOUNCEMENT INFO.;　, 102, 731, 47-52
  AUTHOR;　
  
• 未来-過去情報統合を用いた双方向型計算様式による時系列予測：内部情報表現の多様性と予測精度向上のメカニズム;　2003/03
  ANNOUNCEMENT INFO.;　, 102, 730, 49-54
  AUTHOR;　
  
• A proposal of FM-like neuron model and its application;　2002/06
  ANNOUNCEMENT INFO.;　Reports of the Faculty of Science and Engineering, Saga University, 31, 1, 33-39
  AUTHOR;　Fukashi Kojyo, Hiroshi Wakuya and Katsunori Shida
  

General Lectures

• AlphaZero-based reinforcement learning for selecting procedural rules in ACT-R;　2024/01
  ANNOUNCEMENT INFO.;　Proceedings of the 29th International Symposium on Artificial Life and Robotics, GS9-1, 236-239
  AUTHOR;　Shogo Eguchi, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Local safety map for a cornerstone of local disaster prevention: A case study of a historical local town in Japan;　2023/12
  ANNOUNCEMENT INFO.;　Proceedings of the 31st International Conference on Computers in Education, W04-02S, 2, 265-270
  AUTHOR;　Yasuhisa Okazaki, Hiroshi Wakuya, Yukuo Hayashida, and Nobuo Mishima
  
• Evaluation of video contents for AI beginners based on questionnaire survey;　2023/12
  ANNOUNCEMENT INFO.;　Proceedings of the 25th SOFT Kyushu Chapter Annual Conference, A102, 7-12
  AUTHOR;　Hiroshi Wakuya and Hideaki Itoh
  
• Development of an electroadhesive robot hand for physical RPA;　2023/11
  ANNOUNCEMENT INFO.;　, 5-6
  AUTHOR;　Kanta Hayashida, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Edge detection of overlapping sheets of paper for physical RPA;　2023/11
  ANNOUNCEMENT INFO.;　, 3-4
  AUTHOR;　Tomohiro Uchimura, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• 新教職課程「情報通信技術を活用した教育の理論及び方法」への対応 ～佐賀大学教育学部の場合～;　2023/10
  ANNOUNCEMENT INFO.;　, 55-56
  AUTHOR;　Hiroshi Wakuya and Bunji Ono
  
• Search method for combinatorial optimization problem based on genetic algorithm representing solution candidate as combination of individuals;　2023/08
  ANNOUNCEMENT INFO.;　Proceedings of the 17th International Conference on Innovative Computing, Information and Control, D1-6
  AUTHOR;　Hiroshi Wakuya and Hideaki Itoh
  
• Recognizing stacked sheets of paper using an RGB-D camera for physical RPA;　2023/01
  ANNOUNCEMENT INFO.;　Proceedings of the 28th International Symposium on Artificial Life and Robotics, GS29-7, 790-793
  AUTHOR;　Tomohiro Uchimura, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Developing an electroadhesive robot hand for grasping various objects including a sheet of paper;　2023/01
  ANNOUNCEMENT INFO.;　Proceedings of the 28th International Symposium on Artificial Life and Robotics, GS20-4, 512-515
  AUTHOR;　Kanta Hayashida, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Acquiring biped locomotion controllers using reinforcement learning and reference motion;　2023/01
  ANNOUNCEMENT INFO.;　Proceedings of the 28th International Symposium on Artificial Life and Robotics, GS17-1, 429-433
  AUTHOR;　Naoya Itahashi, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Developing a drawing robot with a pressure sensor;　2022/12
  ANNOUNCEMENT INFO.;　, 1-2
  AUTHOR;　Yoshiki Ninomiya, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Improving a motion imitation system for humanoid robots;　2022/12
  ANNOUNCEMENT INFO.;　Proceedings of the 24th SOFT Kyushu Chapter Annual Conference, 103, 12-15
  AUTHOR;　Harunobu Ishii, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Development of AlphaZero algorithm using belief structure in partially observed Markov decision processes;　2022/12
  ANNOUNCEMENT INFO.;　Proceedings of the 24th SOFT Kyushu Chapter Annual Conference, 102, 8-11
  AUTHOR;　Satoshi Hiraki, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Acquiring biped locomotion controllers using reinforcement learning with imitation reward;　2022/12
  ANNOUNCEMENT INFO.;　Proceedings of the 24th SOFT Kyushu Chapter Annual Conference, 101, 2-7
  AUTHOR;　Naoya Itahashi, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Prototyping and evaluation of a Web application supporting tourists in trouble and emergency;　2022/11
  ANNOUNCEMENT INFO.;　Proceedings of the 30th International Conference on Computers in Education, W3-002, 2, 115-121
  AUTHOR;　Yasuhisa Okazaki, Akane Hasebe, Hiroshi Wakuya, Yukuo Hayashida, and Nobuo Mishima
  
• Developing a handwriting humanoid robot with low-precision hardware;　2022/01
  ANNOUNCEMENT INFO.;　Proceedings of the 27th International Symposium on Artificial Life and Robotics, GS20-6, 595-598
  AUTHOR;　Yoshiki Ninomiya, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Automatic balancing of cost functions in an optimization-based motion imitation system for humanoid robots;　2022/01
  ANNOUNCEMENT INFO.;　Proceedings of the 27th International Symposium on Artificial Life and Robotics, GS10-1, 243-247
  AUTHOR;　Harunobu Ishii, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Exploiting a belief structure in deep neural network-based Monte-Carlo tree search for partially observable Markov decision processes;　2022/01
  ANNOUNCEMENT INFO.;　Proceedings of the 27th International Symposium on Artificial Life and Robotics, GS2-1, 47-50
  AUTHOR;　Satoshi Hiraki, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Manufacture of a six-axis robot arm for aiming at harvesting crops and its analysis;　2021/12
  ANNOUNCEMENT INFO.;　, 23-24
  AUTHOR;　Taiki Yamaguchi, Hiroshi Wakuya, Osamu Fukuda, and Hideaki Itoh
  
• Extraction of paper location for physical RPA;　2021/12
  ANNOUNCEMENT INFO.;　, 19-20
  AUTHOR;　Takuya Okamoto, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Qualitative evaluation of information display in a regional safety map "Hamado-map";　2021/11
  ANNOUNCEMENT INFO.;　Proceedings of the 29th International Conference on Computers in Education, W11-002, 2, 563-568
  AUTHOR;　Yasuhisa Okazaki, Tatsunari Meguro, Hiroshi Wakuya, Yukuo Hayashida, and Nobuo Mishima
  
• Production of video contents for mini 4WD AI-ification project and its evaluation;　2021/03
  ANNOUNCEMENT INFO.;　Proceedings of the 31st Soft Science Workshop, 4-3, 53-56
  AUTHOR;　Kaito Hamamatsu, Hiroshi Wakuya, Mitsuya Sakaue, Nobuhiko Yamaguchi, Suguru Ueda, and Hideaki Itoh
  
• A trial of solving tripartite matching problem based on genetic algorithm;　2021/03
  ANNOUNCEMENT INFO.;　Proceedings of the 31st Soft Science Workshop, 4-2, 49-52
  AUTHOR;　Nobuhisa Setoguchi, Hiroshi Wakuya, and Hideaki Itoh
  
• Developing a paper sorting robot for physical RPA;　2021/01
  ANNOUNCEMENT INFO.;　Proceedings of the 26th International Symposium on Artificial Life and Robotics, GS9-2, 206-210
  AUTHOR;　Takuya Okamoto, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Measurement of interelectrode voltage in electroadhesive hands for holding paper;　2020/12
  ANNOUNCEMENT INFO.;　, 24-25
  AUTHOR;　Takuya Okamoto, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Toward a general game AI for imperfect information games;　2020/11
  ANNOUNCEMENT INFO.;　Proceedings of the 22nd SOFT Kyushu Chapter Annual Conference, A304, 45-48
  AUTHOR;　Yuta Kihara, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Planning of an online Mini 4WD AI experience meeting based on video contents;　2020/11
  ANNOUNCEMENT INFO.;　Proceedings of the 22nd SOFT Kyushu Chapter Annual Conference, A305, 49-53
  AUTHOR;　Kaito Hamamatsu, Hiroshi Wakuya, Mitsuya Sakaue, Nobuhiko Yamaguchi, Suguru Ueda, and Hideaki Itoh
  
• Prototype of paper map for practical use of regional safety map "Hamado-map" and its questionnaire survey;　2020/11
  ANNOUNCEMENT INFO.;　Proceedings of the 28th International Conference on Computers in Education, W05-01, 2, 208-214
  AUTHOR;　Yasuhisa Okazaki, Tomomi Taniguchi, Hiroshi Wakuya, Yukuo Hayashida, and Nobuo Mishima
  
• Development of original WEB-application using Laravel as a framework;　2020/07
  ANNOUNCEMENT INFO.;　Medical Education (Japan), O-235, 51-suppl, 170
  AUTHOR;　
  
• An evaluation for importance of questionnaire items based on self-organizing map;　2020/03
  ANNOUNCEMENT INFO.;　Technical Reports of the 21st Self-Organizing Maps Meeting in Japan 2020, SOM2020-05, 5-1 - 5-6
  AUTHOR;　Hiroshi Wakuya, Yuto Nakashima, Fukuko Moriya, Kaoru Araki, and Hideaki Itoh
  
• Evacuation route planning for multiple people based on genetic algorithm ----- A trial of spatio-temporal information visualization -----;　2020/03
  ANNOUNCEMENT INFO.;　Proceedings of the 30th Soft Science Workshop, 15, 52-55
  AUTHOR;　Hiroshi Wakuya, Taiga Shimizu, Hideaki Itoh, and Nobuo Mishima
  
• Towards general artificial intelligence for incomplete information games;　2020/01
  ANNOUNCEMENT INFO.;　Proceedings of the 25th International Symposium on Artificial Life and Robotics,GS3-3, 68-71
  AUTHOR;　Yuta Kihara, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Practical evaluation of ICT-based self-made regional safety map through residents' workshop in a historical local town;　2019/12
  ANNOUNCEMENT INFO.;　Proceedings of the 27th International Conference on Computers in Education, 2, 209-216
  AUTHOR;　Yasuhisa Okazaki, Sho Matsuo, Hiroshi Wakuya, Yukuo Hayashida, and Nobuo Mishima
  
• Toward the realization of imitation learning system using deep reinforcement learning;　2019/11
  ANNOUNCEMENT INFO.;　Proceedings of the 21st SOFT Kyushu Chapter Annual Conference, A105, 20-25
  AUTHOR;　Nozomi Ihara, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• A trial of solving private accommodation facilities-guests-helpers matching task based on genetic algorithm;　2019/11
  ANNOUNCEMENT INFO.;　Proceedings of the 21st SOFT Kyushu Chapter Annual Conference, B202, 73-77
  AUTHOR;　Yudai Tsuchiya, Hiroshi Wakuya, Hideaki Itoh, and Nobuo Mishima
  
• 自己組織化マップを用いたアンケート調査の解析;　2019/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Yuto Nakashima, Hiroshi Wakuya, and Hideaki Itoh
  
• A trial of designing guest acceptance system for private accommodation facility based on genetic algorithm;　2019/09
  ANNOUNCEMENT INFO.;　Proceedings of IIAE Annual Conference 2019, GS4-4, 35-36
  AUTHOR;　Hiroshi Wakuya, Tokiyo Nakamura, Hideaki Itoh, and Nobuo Mishima
  
• デジタルカメラ画像を用いたミニ四駆AIの自己位置推定;　2019/08
  ANNOUNCEMENT INFO.;　Proceedings of the 35th Fuzzy System Symposium, FA3-4, 421-422
  AUTHOR;　Kazuhisa Senju, Nobuhiko Yamaguchi, Hiroshi Wakuya, and Suguru Ueda
  
• Learning course features by Mini 4WD simulator;　2019/08
  ANNOUNCEMENT INFO.;　Proceedings of the 35th Fuzzy System Symposium, FA3-3, 419-420
  AUTHOR;　Yuji Onoo, Nobuhiko Yamaguchi, Hiroshi Wakuya, and Suguru Ueda
  
• A primitive analysis for motivational value of mother-doctors by SOM_PAK;　2019/08
  ANNOUNCEMENT INFO.;　Proceedings of the 35th Fuzzy System Symposium, TG1-2, 268-273
  AUTHOR;　Hiroshi Wakuya, Fukuko Moriya, Kaoru Araki, Mihoko Mori, Megumi Hara, and Hideaki Itoh
  
• A trial of accommodation questionnaire survey analysis by self-organizing map;　2019/08
  ANNOUNCEMENT INFO.;　, 15
  AUTHOR;　Yuto Nakashima, Hiroshi Wakuya, Hideaki Itoh, and Nobuo Mishima
  
• Information visualization by SOM with a filter for establishing a compact representation based on specific aspects;　2019/03
  ANNOUNCEMENT INFO.;　Technical Reports of the20th Self-Organizing Maps Meeting in Japan 2019, SOM2019-07, 7-1 - 7-6
  AUTHOR;　Hiroshi Wakuya, Yuukou Tanaka, and Hideaki Itoh
  
• Development of a motion imitation system for a humanoid robot using sound localization and dialog;　2019/01
  ANNOUNCEMENT INFO.;　Proceedings of the 24th International Symposium on Artificial Life and Robotics, GS23-3, 612-616
  AUTHOR;　Nozomi Ihara, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• On optimization of action sequences using learning in a robot for pointing at pictures;　2018/12
  ANNOUNCEMENT INFO.;　Proceedings of the 20th SOFT Kyushu Chapter Annual Conference, B304, 73-74
  AUTHOR;　Ryota Tokushima, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• On optimization of action sequences using learning in a robot for copying drawings;　2018/12
  ANNOUNCEMENT INFO.;　Proceedings of the 20th SOFT Kyushu Chapter Annual Conference, B303, 69-72
  AUTHOR;　Hidehiko Nakano, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Information visualization based on extracting specific items by self-organizing map;　2018/12
  ANNOUNCEMENT INFO.;　Proceedings of the 20th SOFT Kyushu Chapter Annual Conference, B302, 65-68
  AUTHOR;　Yuukou Tanaka, Hiroshi Wakuya, and Hideaki Itoh
  
• Review of hazard information collected for local disaster prevention by residents in a historical local town;　2018/11
  ANNOUNCEMENT INFO.;　Workshop Proceedings of the 26th International Conference on Computers in Education, 1-6
  AUTHOR;　Yasuhisa Okazaki, Sho Matsuo, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• Development of a pointing robot system using a deep neural network and a depth;　2018/11
  ANNOUNCEMENT INFO.;　, 1-2
  AUTHOR;　Nozomi Ihara, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• A study on development performance of self-organizing map for big data analysis;　2018/09
  ANNOUNCEMENT INFO.;　Proceedings of the 34th Fuzzy System Symposium, TD2-1, 504-509
  AUTHOR;　Hiroshi Wakuya, Yudai Takechi, and Hideaki Itoh
  
• Constructing Mini 4WD AI simulator by Unity;　2018/09
  ANNOUNCEMENT INFO.;　Proceedings of the 34th Fuzzy System Symposium, TA2-5, 472-473
  AUTHOR;　Yuji Onoo, Nobuhiko Yamaguchi, and Hiroshi Wakuya
  
• Course recognition for Mini 4WD AI control using neural network;　2018/09
  ANNOUNCEMENT INFO.;　Proceedings of the 34th Fuzzy System Symposium, TA2-4, 469-471
  AUTHOR;　Kazuhisa Senju, Kouki Matuo, Nobuhiko Yamaguchi, and Hiroshi Wakuya
  
• A trial of visualized analysis of big data by self-organizing map;　2018/03
  ANNOUNCEMENT INFO.;　Technical Reports of the 19th Self-Organizing Maps Meeting in Japan 2018, SOM2018-09, 9-1 - 9-6
  AUTHOR;　Hiroshi Wakuya, Yudai Takechi, and Hideaki Itoh
  
• A trial of evacuation route planning considering risk level by genetic algorithm;　2018/02
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Yudai Tsuchiya, Hiroshi Wakuya, Hideaki Itoh, and Nobuo Mishima
  
• Developing a Robot that Performs Tasks of Developmental Scales: On Copying Drawings;　2018/01
  ANNOUNCEMENT INFO.;　Proceedings of the 23rd International Symposium on Artificial Life and Robotics, GS3-4, 67-70
  AUTHOR;　Hidehiko Nakano, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Developing a Robot that Performs Tasks of Developmental Scales: On Pointing at Pictures;　2018/01
  ANNOUNCEMENT INFO.;　Proceedings of the 23rd International Symposium on Artificial Life and Robotics, GS3-3, 63-66
  AUTHOR;　Ryota Tokushima, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Learning of walking motion by imitation in a humanoid robot using Kinect and POMCP;　2017/12
  ANNOUNCEMENT INFO.;　Proceedings of the 19th SOFT Kyushu Chapter Annual Conference, A102, 7-10
  AUTHOR;　Kazuki Ishimoto, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Performance improvement of a distributed and automated three-dimensional object shape measurement system;　2017/12
  ANNOUNCEMENT INFO.;　Proceedings of the 19th SOFT Kyushu Chapter Annual Conference, A101, 3-6
  AUTHOR;　Tomohiro Sasayama, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Information visualization for risk estimation of hazardous locations from the viewpoint of disaster prevention design;　2017/12
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2017, 101-102
  AUTHOR;　Hiroshi Wakuya, Yuukou Tanaka, Hideaki Itoh, Yasuhisa Okazaki, Nobuo Mishima, Sang-Hoon Oh, and Yong-Sun Oh
  
• A trial of an ICT-based regional hazard map by local residents in a traditional town;　2017/12
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2017, 99-100
  AUTHOR;　Shun Kozaki, Yasuhisa Okazaki, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• Development of a community-based hazard information sharing system for traditional towns with local heritage;　2017/12
  ANNOUNCEMENT INFO.;　Proceedings of the 25th International Conference on Computers in Education, 712-714
  AUTHOR;　Shun Kozaki, Yasuhisa Okazaki, Hiroshi Wakuya, Yukuo Hayashida, Byung-Won Min, and Nobuo Mishima
  
• Prototyping of community-based hazard mapping support system for traditional towns with local heritage;　2017/12
  ANNOUNCEMENT INFO.;　Workshop Proceedings of the 25th International Conference on Computers in Education, 171-179
  AUTHOR;　Yasuhisa Okazaki, Shun Kozaki, Sho Matsuo, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• Improving the target figure analysis method for a figure copy robot;　2017/11
  ANNOUNCEMENT INFO.;　, 9-10
  AUTHOR;　Hidehiko Nakano, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Development of a pointing robot system using a deep neural network and a depth;　2017/11
  ANNOUNCEMENT INFO.;　, 5-6
  AUTHOR;　Ryota Tokushima, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• An analysis of projected SOM's feature map to a subspace consisting of attentional items;　2017/09
  ANNOUNCEMENT INFO.;　Proceedings of 2017 Annual Conference of Japanese Neural Network Society, P-44, 41-42
  AUTHOR;　Hiroshi Wakuya, Yuukou Tanaka, and Hideaki Itoh
  
• An analysis of self-organizing feature map focused on disaster type for classifying hazardous places;　2017/09
  ANNOUNCEMENT INFO.;　Proceedings of the 33rd Fuzzy System Symposium, TC2-1, 421-426
  AUTHOR;　Yuukou Tanaka, Hiroshi Wakuya, Hideaki Itoh, Yasuhisa Okazaki, and Nobuo Mishima
  
• An application of genetic algorithm to evacuation route planning for ICT-based disaster prevention design aiming at real-world implementation;　2017/08
  ANNOUNCEMENT INFO.;　Proceedings of the 12th International Conference on Innovative Computing, Information and Control, D6-8
  AUTHOR;　Hiroshi Wakuya, Ryoki Nishimura, Hideaki Itoh, Nobuo Mishima, Sang-Hoon Oh, and Yong-Sun Oh
  
• Implementation of the information management function of a hazard map creation support system in a traditional local town;　2017/08
  ANNOUNCEMENT INFO.;　Proceedings of the 42nd Annual Conferenec of JSiSE, G5-1
  AUTHOR;　Shun Kozaki, Yasuhisa Okazaki, Hiroshi Wakuya, Yukuo Hayashida, and Nobuo Mishima
  
• Classification of risky locations in a historical local town based on disaster type by a self-organizing map;　2017/03
  ANNOUNCEMENT INFO.;　Technical Reports of the 18th Self-Organizing Maps Meeting in Japan 2017, SOM2017-01, 1-1 - 1-6
  AUTHOR;　Yuukou Tanaka, Hiroshi Wakuya, Hideaki Itoh, Yasuhisa Okazaki, and Nobuo Mishima
  
• A distributed and automated three-dimensional object shape measurement system using ROS and HummingBoard;　2017/01
  ANNOUNCEMENT INFO.;　Proceedings of the 22nd International Symposium on Artificial Life and Robotics, GS15-4, 361-364
  AUTHOR;　Tomohiro Sasayama, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Learning of walking motion of a humanoid robot using POMCP;　2017/01
  ANNOUNCEMENT INFO.;　Proceedings of the 22nd International Symposium on Artificial Life and Robotics, GS15-3, 357-360
  AUTHOR;　Kazuki Ishimoto, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Optimization of speech and motion actions in a dialogue system by POMCP;　2017/01
  ANNOUNCEMENT INFO.;　Proceedings of the 22nd International Symposium on Artificial Life and Robotics, GS10-3, 241-244
  AUTHOR;　Maki Nakashima, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• An evacuation route study based on probability of street blockade and risk of refuge place in a traditional lowland town;　2016/12
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2016
  AUTHOR;　Yutaro Hidaka, Nobuo Mishima, Hiroshi Wakuya, Yasuhisa Okazaki, Yukuo Hayashida, Keiko Kitagawa, Sun-Gyu Park, and Yong-Sun Oh
  
• Implementation of the information management function of a hazard map creation support system in a traditional local town;　2016/12
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2016
  AUTHOR;　Shun Kozaki, Yasuhisa Okazaki, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• Information visualization of risky locations in hazard map with self-organizing map;　2016/12
  ANNOUNCEMENT INFO.;　Proceedings of the 18th SOFT Kyushu Chapter Annual Conference, B103, 53-56
  AUTHOR;　Yuko Tanaka, Hiroshi Wakuya, Hideaki Itoh, Yasuhisa Okazaki, and Nobuo Mishima
  
• A trial of high-speed calculation for evacuation route planning based on genetic algorithm;　2016/12
  ANNOUNCEMENT INFO.;　Proceedings of the 18th SOFT Kyushu Chapter Annual Conference, B102, 49-52
  AUTHOR;　Ryoki Nishimura, Hiroshi Wakuya, Hideaki Itoh, and Nobuo Mishima
  
• Pose control of a humanoid robot using sole sensors;　2016/11
  ANNOUNCEMENT INFO.;　, 13-14
  AUTHOR;　Kazuki Ishimoto, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Development of a distributed and automated three-dimensional object shape measurement system using ROS and HummingBorad;　2016/11
  ANNOUNCEMENT INFO.;　, 11-12
  AUTHOR;　Tomohiro Sasayama, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• On measurement and analysis of the target figure for a figure copy robot;　2016/11
  ANNOUNCEMENT INFO.;　, 5
  AUTHOR;　Hidehiko Nakano, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• On the effects of controlling training speed for a certain training sample in a self-organizing map;　2016/09
  ANNOUNCEMENT INFO.;　Proceedings of the 32nd Fuzzy System Symposium, TB2-4, 413-418
  AUTHOR;　Hiroshi Wakuya, Ryuta Inoue, and Hideaki Itoh
  
• Improving the water level prediction in Andong region;　2016/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2016 Korea Contents Association Spring Academic Conference, X-9, 253-254
  AUTHOR;　Sang-Hoon Oh and Hiroshi Wakuya
  
• A trial of evacuation route planning based on genetic algorithm for dealing with real-world problem;　2016/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2016 Korea Contents Association Spring Academic Conference, X-4, 243-244
  AUTHOR;　Hiroshi Wakuya, Ryoma Katsumoto, Hideaki Itoh, Nobuo Mishima, Sang-Hoon Oh, and Yong-Sun Oh
  
• A temporary evacuation area like open space analysis for disaster prevention town considering probability of street blockade-;　2016/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2016 Korea Contents Association Spring Academic Conference, X-2, 239-240
  AUTHOR;　Yutaro Hidaka, Nobuo Mishima, Hiroshi Wakuya, Yukuo Hayashida, Yasuhisa Okazaki, Keiko Kitagawa, Sun-Gyu Park, and Yong-Sun Oh
  
• Implementation of information sharing on a hazard map creation support system in a traditional local town;　2016/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2016 Korea Contents Association Spring Academic Conference, X-1, 237-238
  AUTHOR;　Shun Kozaki, Yasuhisa Okazaki, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• A self-organizing map which accelerates training speed for a certain training sample;　2016/03
  ANNOUNCEMENT INFO.;　Technical Reports of the 17th Self-Organizing Maps Meeting in Japan 2016, SOM2016-11, 11-1 - 11-6
  AUTHOR;　Hiroshi Wakuya, Ryuta Inoue, and Hideaki Itoh
  
• Developing a ROS node to control ICS servo motors;　2016/01
  ANNOUNCEMENT INFO.;　, Proceedings of the 21th International Symposium on Artificial Life and Robotics, GS6-2
  AUTHOR;　Maki Nakashima, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Parallelization of POMCP for movement imitation in a humanoid robot;　2016/01
  ANNOUNCEMENT INFO.;　, Proceedings of the 21th International Symposium on Artificial Life and Robotics, GS6-3
  AUTHOR;　Yoshitaka Sakai, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Predicting the water level in Andong region;　2015/12
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2015, 115-116
  AUTHOR;　Sang-Hoon Oh and Hiroshi Wakuya
  
• Design strategy on the area creation for fire spread prevention traditional village with thatched houses;　2015/12
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2015, 117-118
  AUTHOR;　Takuji Umegane, Daisuke Uchida, Nobuo Mishima, Hiroshi Wakuya, Yasuhisa Okazaki, Yukuo Hayashida, Keiko Kitagawa, Hwang-Woo Noh, Byung-Won Min, Sun-Gyu Park, and Yong-Sun Oh
  
• Evacuation route planning using Hopfield networks based on ensemble style for multiple bottlenecks;　2015/12
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2015, 123-124
  AUTHOR;　Hiroshi Wakuya, Kohei Nakata, Hideaki Itoh, Sang-Hoon Oh, and Yong-Sun Oh
  
• Usability of hazard map creation support system for traditional towns with local heritage;　2015/12
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2015, 125-12
  AUTHOR;　Seina Mori, Yasuhisa Okazaki, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• 3次元点群データを用いた物体把持システムにおける把持可能点の順位付き抽出;　2015/11
  ANNOUNCEMENT INFO.;　, 7-8
  AUTHOR;　Toyoaki Kido, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Disaster risk diagnosis for traditional houses based on a self-organizing map;　2015/09
  ANNOUNCEMENT INFO.;　Proceedings of the 31st Fuzzy System Symposium, TC3-4, 496-501
  AUTHOR;　Hiroshi Wakuya, Yoshihiko Mouri, and Hideaki Itoh
  
• 足裏圧力センサとZMPを用いた二足ロボットの姿勢安定化;　2015/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Kazuki Ishimoto, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• ROSとHummingBoardを用いた分散型3次元物体形状計測システムの開発;　2015/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Tomohiro Sasayama, Shunsuke Morishita, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• 3次元点群データを用いた物体把持システムにおける把持対象抽出計算の高速化;　2015/09
  ANNOUNCEMENT INFO.;　Record of 2015 Joint Conference of Electrical, Electronics and Information Engineers in Kyushu, 11-2P-10
  AUTHOR;　Toyoaki Kido, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• ROSを用いたHummingBoardによるサーボモーターの制御;　2015/09
  ANNOUNCEMENT INFO.;　Record of 2015 Joint Conference of Electrical, Electronics and Information Engineers in Kyushu, 13-2A-11
  AUTHOR;　Maki Nakashima, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Search performance for solving combinatorial optimization problems by a Hopfield network with applying iterative partial constraints;　2015/06
  ANNOUNCEMENT INFO.;　Proceedings of the 4th International Conference on Informatics, Electronics & Vision, T2-1
  AUTHOR;　Hiroshi Wakuya, Kohei Nakata, Hideaki Itoh, Sang-Hoon Oh, and Yong-Sun Oh
  
• A trial of disaster risk diagnosis based on residential house structure by a self-organizing map;　2015/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2015 Korea Contents Association Spring Academic Conference, SS-1, 3-4
  AUTHOR;　Hiroshi Wakuya, Yoshihiko Mouri, Hideaki Itoh, Nobuo Mishima, Sang-Hoon Oh, and Yong-Sun Oh
  
• Space analysis of a traditional town for designing evacuation routes considering probability of building collapse;　2015/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2015 Korea Contents Association Spring Academic Conference, SS-3, 7-8
  AUTHOR;　Yutaro Hidaka, Nobuo Mishima, Hiroshi Wakuya, Yukuo Hayashida, Yasuhisa Okazaki, Keiko Kitagawa, Sun-Gyu Park, and Yong-Sun Oh
  
• Development of a hazard map creation support system with community participation type using positional information;　2015/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2015 Korea Contents Association Spring Academic Conference, SS-5, 11-12
  AUTHOR;　Seina Mori, Yasuhisa Okazaki, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• Concept design for measurement against large fire spreading based on building database of a folk culture village;　2015/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2015 Korea Contents Association Spring Academic Conference, SS-10, 21-22
  AUTHOR;　Takuji Umegane, Daisuke Uchida, Nobuo Mishima, Hiroshi Wakuya, Yasuhisa Okazaki, Yukuo Hayashida, Keiko Kitagawa, Sun-Gyu Park, and Yong-Sun Oh
  
• Development of graphical interface for displaying torus SOM on mobile devices;　2015/03
  ANNOUNCEMENT INFO.;　Technical Reports of 16th Annual Meeting of Self-Organizing Maps in JAPAN 2015, SOM2015-02, 2-1 - 2-6
  AUTHOR;　Shohei Matsuoka, Takashi Iwanaga, Hiroshi Wakuya, and Hideaki Itoh
  
• Vocal signal separation by a layered neural network ----- Variety of developed separation matrices -----;　2015/03
  ANNOUNCEMENT INFO.;　Proceedings of the 25th Soft Science Workshop, WB1-2
  AUTHOR;　Kensuke Kukihara, Hiroshi Wakuya, and Hideaki Itoh
  
• An efficient route search method for road system containing bottlenecks by multiple Hopfield networks;　2015/03
  ANNOUNCEMENT INFO.;　Proceedings of the 25th Soft Science Workshop, WB1-1
  AUTHOR;　Kohei Nakata, Hiroshi Wakuya, and Hideaki Itoh
  
• A trial on disaster risk estimation of houses by self-organizing map;　2015/03
  ANNOUNCEMENT INFO.;　Proceedings of Joint Annual Meeting of the 16th SOFT Kyushu Chapter Annual Conference and the 19th Conference of SOFT Chugoku Shikoku Chapter, A303, 29-32
  AUTHOR;　Yoshihiko Mouri, Hiroshi Wakuya, and Hideaki Itoh
  
• An Improveved Resizing Method for Accurate Movement Imitation in a Humanoid Robot;　2015/01
  ANNOUNCEMENT INFO.;　Proceedings of the 20th International Symposium on Artificial Life and Robotics (AROB 2015), GS9-3, 168-171
  AUTHOR;　Yoshitaka Sakai, Toru Kadoya, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• Evacuation route planning for disaster prevention design with multiple Hopfield networks;　2015/01
  ANNOUNCEMENT INFO.;　Proceedings of the 1st International Symposium on ICT-based Disaster Prevention Design, S-2-4, 38-39
  AUTHOR;　Hiroshi Wakuya, Kohei Nakata, Hideaki Itoh, Sang-Hoon Oh, and Yong-Sun Oh
  
• Probability of street blockade for disaster prevention design of a traditional town with local heritages;　2015/01
  ANNOUNCEMENT INFO.;　Proceedings of the 1st International Symposium on ICT-based Disaster Prevention Design, S-2-3, 35-37
  AUTHOR;　Yutaro Hidaka, Nobuo Mishima, Hiroshi Wakuya, Yasuhisa Okazaki, Yukuo Hayashida, Keiko Kitagawa, Sun-Gyu Park, and Yong-Sun Oh
  
• Preliminary inquiry for design of local community based disaster prevention support system;　2015/01
  ANNOUNCEMENT INFO.;　Proceedings of the 1st International Symposium on ICT-based Disaster Prevention Design, S-2-2, 33-34
  AUTHOR;　Yasuhisa Okazaki, Seina Mori, Hiroshi Wakuya, Nobuo Mishima, Yukuo Hayashida, and Byung-Won Min
  
• Design of a current building condition database of folk culture villages considering their fire spread risk;　2015/01
  ANNOUNCEMENT INFO.;　Proceedings of the 1st International Symposium on ICT-based Disaster Prevention Design, S-2-1, 31-32
  AUTHOR;　Takuji Umegane, Daisuke Uchida, Nobuo Mishima, Hiroshi Wakuya, Yasuhisa Okazaki, Yukuo Hayashida, Keiko Kitagawa, Sun-Gyu Park, and Yong-Sun Oh
  
• Artificial neural networks and forecasting disasters;　2015/01
  ANNOUNCEMENT INFO.;　Proceedings of the 1st International Symposium on ICT-based Disaster Prevention Design, S-1-1, 27-28
  AUTHOR;　Sang-Hoon Oh, Yong-Sun Oh, and Hiroshi Wakuya
  
• A consideration on visualization of temporal signals by feedback SOM;　2014/12
  ANNOUNCEMENT INFO.;　Proceedings of the Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems, TP4-3-7-(5)
  AUTHOR;　Hiroshi Wakuya, Shohei Matsuoka, Hideaki Itoh, and Sang-Hoon Oh
  
• Kinfuを用いた3次元物体把持システムの実現に向けて;　2014/11
  ANNOUNCEMENT INFO.;　, 11-12
  AUTHOR;　Toyoaki Kido, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• Development of a user-friendly designed application for mobile devices to display a torus-type self-organizing map;　2014/09
  ANNOUNCEMENT INFO.;　Proceedings of IIAE Annual Conference 2014, S4-2, 40-41
  AUTHOR;　Shohei Matsuoka, Takashi Iwanaga, Hiroshi Wakuya, and Hideaki Itoh
  
• ROSを用いた物体運動のシミュレーション;　2014/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Maki Nakashima, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• ROSを用いた移動型機能ロボットの作成に向けて;　2014/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Yoshitaka Sakai, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• Developing a Distributed 3D Object Recognition System Using ROS and Raspberry Pi;　2014/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Shunsuke Morishita, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• A search method for route planning task with multiple goals based on genetic algorithm;　2014/06
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Convergence Content 2014, 79-80
  AUTHOR;　Hiroshi Wakuya, Sayuri Kawahara, and Hideaki Itoh
  
• フィードバックSOMの内部情報表現の可視化の試み;　2014/06
  ANNOUNCEMENT INFO.;　, 8-8
  AUTHOR;　Shohei Matsuoka, Hiroshi Wakuya, and Hideaki Itoh
  
• A trial of developing intermediate patterns for an animation with smooth movement by a self-organizing map;　2014/03
  ANNOUNCEMENT INFO.;　, 1-4
  AUTHOR;　Eishi Takahama, Hiroshi Wakuya, and Hideaki Itoh
  
• An improvement of search peformance for combinatorial optimization problems by applying iterative partial constraints;　2014/03
  ANNOUNCEMENT INFO.;　Proceedings of the 24th Soft Science Workshop, A3-3, 31-34
  AUTHOR;　Kohei Nakata, Hiroshi Wakuya, and Hideaki Itoh
  
• A consideration on effective route assignment for nTSP with Hopfield network;　2014/03
  ANNOUNCEMENT INFO.;　Proceedings of the 24th Soft Science Workshop, A3-4, 69-72
  AUTHOR;　Taichi Inoue, Hiroshi Wakuya, and Hideaki Itoh
  
• An analysis of inner information representation in a feedback SOM;　2014/03
  ANNOUNCEMENT INFO.;　Technical Reports of the 15th Self-Organizing Maps Meeting in Japan 2014, SOM2014-03, 3-1-3-6
  AUTHOR;　Shohei Matsuoka, Hiroshi Wakuya, and Hideaki Itoh
  
• Signal separation of untraining signals by neural network to realize independent component analysis;　2014/03
  ANNOUNCEMENT INFO.;　Technical Reports of the 15th Self-Organizing Maps Meeting in Japan 2014, SOM2014-06, 6-1-6-6
  AUTHOR;　Kensuke Kukihara, Hiroshi Wakuya, and Hideaki Itoh
  
• Developing a Multifunctional Robot Using Reinforcement Learning with Generalization Ability;　2014/03
  ANNOUNCEMENT INFO.;　Proceedings of the 24rd Soft Science Workshop, C1-2, 67-68
  AUTHOR;　Yuki Tsuru, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• Developing a Kinfu-based 3D Object Recognition System;　2014/03
  ANNOUNCEMENT INFO.;　Proceedings of the 24rd Soft Science Workshop, C1-3, 91-92
  AUTHOR;　Shunsuke Morishita, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• Movement Imitation in a Humanoid Robot with Approximate Inference Control;　2014/01
  ANNOUNCEMENT INFO.;　Proceedings of the 19th International Symposium on Artificial Life and Robotics (AROB 2014), GS10-4, 260-263
  AUTHOR;　Toru Kadoya, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• An analysis of multi-dimensional data containing emphasized items by self-organizing map: A case study on Saga Prefectural sightseeing information;　2013/11
  ANNOUNCEMENT INFO.;　Proceedings of the 14th International Symposium on Advanced Intelligent Systems, T3b.3, 371-380
  AUTHOR;　Hiroshi Wakuya, Yu Horinouchi, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Shape from Focus法を用いた三次元計測の検討;　2013/11
  ANNOUNCEMENT INFO.;　, 7-8
  AUTHOR;　Shinichi Iguchi，Hisao Fukumoto，Tatsuya Furukawa，Hideaki Itoh, Hiroshi Wakuya, Masashi Ohchi
  
• An application to vocal signal decomposition by a neural network with structural pruning;　2013/09
  ANNOUNCEMENT INFO.;　8th International Conference on Innovative Computing, Information and Control, B6-05
  AUTHOR;　Hiroshi Wakuya, Kensuke Kukihara, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 遺伝的アルゴリズムによる避難経路探索の試み;　2013/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Sayuri Kawahara, Hiroshi Wakuya, and Hideaki Itoh
  
• Android 携帯端末を用いた自己組織化マップによる情報提供の試;　2013/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Takashi Iwanaga, Hiroshi Wakuya, and Hideaki Itoh
  
• A trial of effective assignment in n-traveling salesmen problem;　2013/09
  ANNOUNCEMENT INFO.;　Record of 2013 Joint Conference of Electrical and Electronics Engineers in Kyushu, 08-2P-05, 573-574
  AUTHOR;　Taichi Inoue, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Signal separation besed on independent component analysis with layered neural network and its adaptability to untrained vocal signals;　2013/09
  ANNOUNCEMENT INFO.;　Proceedings of IIAE Annual Conference 2013, S3-01, 18-19
  AUTHOR;　Kensuke Kukihara, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Developing a Robot That Performs Multiple Tasks of a Developmental Test Using OpenRTM-Aist and Reinforcement Learning;　2013/09
  ANNOUNCEMENT INFO.;　Proceedings of The SICE Annual Conference 2013, SuCT13.3, 1062-1066
  AUTHOR;　Yuki Tsuru, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• Developing a 3D Object Recognition System Using Kinfu;　2013/09
  ANNOUNCEMENT INFO.;　Proceedings of The SICE Annual Conference 2013, TuCT3.7, 2495-2497
  AUTHOR;　Shunsuke Morishita, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, Tatsuya Furukawa
  
• Improvement of Precision in a Three-Dimensional Measuring System Combining Photometric Stereo and Shape from Focus;　2013/09
  ANNOUNCEMENT INFO.;　The Society of Instrument and Control Engineers (SICE2013), TuCT3.4, 2477-2480
  AUTHOR;　Shinichi Iguchi，Hisao Fukumoto，Tatsuya Furukawa，Hideaki Itoh and Hiroshi Wakuya
  
• 電気工学学習支援システムに向けたCAE解析データの拡張現実表示;　2013/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Yuki Shigematsu, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, Masashi Ohchi
  
• 周辺領域を考慮に入れたモデル水琴窟の音場解析;　2013/09
  ANNOUNCEMENT INFO.;　Record of 2013 Joint Conference of Electrical and Electronics Engineers in Kyushu, 01-1A-15, 21
  AUTHOR;　Hideaki Hirano, Tatsuya Furukawa, Hisao Fukumoto, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• A trial of developing an application for mobile devices to analyze Saga Prefectural sightseeing information;　2013/05
  ANNOUNCEMENT INFO.;　Proceedings of the 2013 Korea Contents Association Spring Academic Conference, X-12, 253-254
  AUTHOR;　Hiroshi Wakuya, Yu Horinouchi, and Hideaki Itoh
  
• A search method for combinatorial optimization problems with partitioned Hopfield sub-networks;　2013/03
  ANNOUNCEMENT INFO.;　, 7-8
  AUTHOR;　Kohei Nakata, Hiroshi Wakuya, and Hideaki Itoh
  
• A trial of vocal signal decomposition by structural pruning;　2013/03
  ANNOUNCEMENT INFO.;　Proceedings of the 23rd Soft Science Workshop, 2A-2, 26-29
  AUTHOR;　Hiroshi Wakuya, Kensuke Kukihara, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A self-organizing map to train the emphasized items and its application ----- An analysis of Saga Prefectural sightseeing information -----;　2013/03
  ANNOUNCEMENT INFO.;　Technical Reports of the 14th Self-Organizing Maps Meeting in Japan 2013, SOM2013-09, 9-1-9-6
  AUTHOR;　Hiroshi Wakuya, Yu Horinouchi, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Towards vocal signal decomposition based on a layered neural network with structural pruning;　2012/12
  ANNOUNCEMENT INFO.;　, 23-28
  AUTHOR;　Kensuke Kukihara, Hiroshi Wakuya, Hideaki Itoh, and Hisao Fukumoto
  
• Developing a natural-language-based 3D-CG creating system using WebGL;　2012/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Atsuo Nakahata, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Fragmentization of distance measure for pattern generation by a self-organizing map;　2012/11
  ANNOUNCEMENT INFO.;　Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent Systems, W2-46-5, 477-482
  AUTHOR;　Hiroshi Wakuya, Eishi Takahama, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Improvement precision of 3D measuring system by combining multiple methods;　2012/11
  ANNOUNCEMENT INFO.;　, 9-10
  AUTHOR;　Shinichi Iguchi, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Imitation robot system using a dynamics simulator;　2012/11
  ANNOUNCEMENT INFO.;　, 11-12
  AUTHOR;　Toru Kadoya, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• A step-by-step approach to human level artificial intelligence using developmental scales: Toward the achievement of a finger pointing task;　2012/11
  ANNOUNCEMENT INFO.;　, 29-30
  AUTHOR;　Masanori Kido, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Study on pitch measurement of specified music instrument part using generalized harmonic analysis;　2012/11
  ANNOUNCEMENT INFO.;　, 27-28
  AUTHOR;　Go Ogishima, Tatsuya Furukawa, Hisao Fukumoto, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Pattern generation by a self-organizing map with fragmentized distance measure;　2012/09
  ANNOUNCEMENT INFO.;　Proceedings of the 28th Fuzzy System Symposium, FD3-4, 853-858
  AUTHOR;　Eishi Takahama, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Solution search for n-traveling salesmen problem with the virtual magnetic diminuendo method;　2012/09
  ANNOUNCEMENT INFO.;　Record of 2012 Joint Conference of Electrical and Electronics Engineers in Kyushu, 02-2A-11, 359-360
  AUTHOR;　Taichi Inoue, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 自己組織化マップによる佐賀県観光データの分析;　2012/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Yu Horinouchi, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A study on unspoken vowel recognition by surface electromyogram and acceleration sensor;　2012/09
  ANNOUNCEMENT INFO.;　Record of 2012 Joint Conference of Electrical and Electronics Engineers in Kyushu, 06-1A-08, 75
  AUTHOR;　Isao Kuratomi, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Shape from Focusと照度差ステレオ法を組み合わせた三次元計測法の検討;　2012/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Shinichi Iguchi, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Using OpenRTM-aist to develop a robot that performs the picture-pointing task of a developmental scale;　2012/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Yuki Tsuru, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Study on MIDI data conversion of specified music instrument tone information using generalized harmonic analysis;　2012/09
  ANNOUNCEMENT INFO.;　Record of 2012 Joint Conference of Electrical and Electronics Engineers in Kyushu, 06-1A-04, 68
  AUTHOR;　Go Ogishima, Tatsuya Furukawa, Hisao Fukumoto, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• 有限要素法によるモデル水琴窟の音場解析;　2012/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Hideaki Hirano, Tatsuya Furukawa, Hisao Fukumoto, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• 仮想磁場漸弱法を用いて分業巡回セールスマン問題を解く;　2012/07
  ANNOUNCEMENT INFO.;　, 6-6
  AUTHOR;　Taichi Inoue, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 断片化された距離尺度を採用した自己組織化マップによるパターン生成;　2012/07
  ANNOUNCEMENT INFO.;　, 6-6
  AUTHOR;　Eishi Takahama, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 誤差逆伝搬法に構造学習を併用した手法による生体信号分析に向けて;　2012/07
  ANNOUNCEMENT INFO.;　, 7-7
  AUTHOR;　Kensuke Kukihara, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A step-by-step approach to human level artifitical intelligence using developmental scales: Induction of arm movements;　2012/06
  ANNOUNCEMENT INFO.;　Proceedings of the 26th Annual Conference of the Japanese Society for Artificial Intelligence, 2012, 2M2-5in
  AUTHOR;　Masanori Kido, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Imitation learning by humanoid robot using dynamics simulator;　2012/06
  ANNOUNCEMENT INFO.;　Proceedings of the 26th Annual Conference of the Japanese Society for Artificial Intelligence, 2012, 2M2-6in
  AUTHOR;　Toru Kadoya, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• A method for producing animation as a series of backward-projected patterns in a self-organizing map;　2012/05
  ANNOUNCEMENT INFO.;　, VIII-12, 195-196
  AUTHOR;　Hiroshi Wakuya, Eishi Takahama, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A consideration on effectiveness of virtual magnetic diminuendo method solving `traveling plural salesmen problem;　2012/03
  ANNOUNCEMENT INFO.;　, 3-4
  AUTHOR;　Taichi Inoue, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A trial for implementation of associative memory model in an Android portable terminal;　2012/03
  ANNOUNCEMENT INFO.;　, 5-6
  AUTHOR;　Hiroki Ishihara, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Pattern generation with backward projection in SOM ----- Developed patterns based on fragmentized distance measure -----;　2012/03
  ANNOUNCEMENT INFO.;　13th Self-Organizing Maps Meeting in Japan 2012, 2-1-2-6
  AUTHOR;　Hiroshi Wakuya, Eishi Takahama, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Comparison of shape estimation methods for unknown words in a natural-language-based three dimensional computer graphics system;　2012/03
  ANNOUNCEMENT INFO.;　18th Annual Meeting of the Association for Natural Language Processing, 1162-1165
  AUTHOR;　Atsuo Nakahata, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Multi-winner neuron style with adaptability in feedback SOM for temporal signal processing;　2011/12
  ANNOUNCEMENT INFO.;　6th International Conference on Innovative Computing, Information and Control
  AUTHOR;　Hiroshi Wakuya, Akira Terada, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A trial of pattern generation with self-organizing map based on fragmentized distance measure;　2011/12
  ANNOUNCEMENT INFO.;　13th SOFT Kyushu Chapter Annual Conference, 41-44
  AUTHOR;　Eishi Takahama, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A consideration on critical value of virtual magnetic parameter applied to Hopfield network;　2011/12
  ANNOUNCEMENT INFO.;　13th SOFT Kyushu Chapter Annual Conference, 45-48
  AUTHOR;　Taichi Inoue, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Feasibility study of delay of sternohyoid muscle in unspoken utterance using facial surface EMG;　2011/11
  ANNOUNCEMENT INFO.;　, 3-3
  AUTHOR;　Akihiro Yamashita, Isao Kuratomi, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Study on electromyogram signal patterns in unspoken consonants;　2011/11
  ANNOUNCEMENT INFO.;　, 4-4
  AUTHOR;　Isao Kuratomi, Akihiro Yamashita, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Construction of navigation system for Virtual Walk System in consideration of walk measurement;　2011/11
  ANNOUNCEMENT INFO.;　, 8-9
  AUTHOR;　Soshiro Kanahara, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• Comparison between experimantal and theoretical results for generated signals in guitar pickup;　2011/11
  ANNOUNCEMENT INFO.;　, 12-12
  AUTHOR;　Hideaki Tanaka, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Study on measurement of specified music instrument tone information using generalized harmonic analysis;　2011/11
  ANNOUNCEMENT INFO.;　, 13-13
  AUTHOR;　Go Ogishima, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• Feasibility implementation on identification of propagation of harmonics using a simulated microgrid system;　2011/11
  ANNOUNCEMENT INFO.;　, 14-15
  AUTHOR;　Shoichiro Muta, Tatsuya Furukawa, Hisao Fukumoto, Hideaki Itoh, Hiroshi Wakuya, and Kay Vincent Morokuni
  
• Evaluation of convergent and divergent training for self-organizing map;　2011/09
  ANNOUNCEMENT INFO.;　, 11-11
  AUTHOR;　Shuuhei Johgo, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A proposal of new training method for self-organinzing map based on the divergent manner;　2011/09
  ANNOUNCEMENT INFO.;　27th Fuzzy System Symposium, 1103-1108
  AUTHOR;　Hiroshi Wakuya, Tadao Eguchi, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 自己組織化マップにおける発散式学習法の評価;　2011/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Shuuhei Johgo, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Developing a robot that performs tasks of developmental scales: On gaze control by eye-head coordination;　2011/09
  ANNOUNCEMENT INFO.;　SICE Annual Conference 2011, 2488-2491
  AUTHOR;　Masanori Kido, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• A natural-language-based 3D-CG system with shape estimation for unknown words;　2011/09
  ANNOUNCEMENT INFO.;　SICE Annual Conference 2011, 2847-2850
  AUTHOR;　Atsuo Nakahata, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• 発達尺度を利用したヒトレベル人工知能の段階的実現：物体検出方法の追加の試み;　2011/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Masanori Kido, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• 自然言語を用いた3次元コンピュータグラフィックス作成における対話による未知語の形状推定;　2011/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Atsuo Nakahata, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• 顔の表面筋電を用いた子音/m/を持つ音節の発話認識の検討;　2011/09
  ANNOUNCEMENT INFO.;　2011 Joint Conference of Electrical and Electronics Engineers in Kyushu, 320
  AUTHOR;　Akihiro Yamashita, Isao Kuratomi, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• 訓練システムを用いた無発声母音認識率の向上についての検討;　2011/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Isao Kuratomi, Akihiro Yamashita, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• Numerical electric field analysis of power status sensor observing power distribution system taking into account measurement circuit and apparatus;　2011/09
  ANNOUNCEMENT INFO.;　SICE Annual Conference 2011, 2741-2746
  AUTHOR;　Takuro Kubo, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• 有限要素法を用いたギターピックアップの信号解析;　2011/09
  ANNOUNCEMENT INFO.;　Joint Conference of Electrical and Electronics Engineers in Kyushu, 419-419
  AUTHOR;　Hideaki Tanaka, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• 仮想空間散歩システムの音響的臨場感向上に関する研究;　2011/09
  ANNOUNCEMENT INFO.;　Joint Conference of Electrical and Electronics Engineers in Kyushu, 497-497
  AUTHOR;　Soshiro Kanahara, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• エコ・エネルギー教育のための単相誘導電動機を用いた風力発電シミュレーション;　2011/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Ryosuke Nagakura, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Kosuke Fuchikami
  
• 一般調和解析を用いた特定楽音のMIDIデータ変換に関する研究;　2011/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Go Ogishima, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, and Hiroshi Wakuya
  
• 自己組織化マップにおける収束式学習と発散式学習の検討;　2011/06
  ANNOUNCEMENT INFO.;　, 5-5
  AUTHOR;　Shuuhei Johgo, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 効率的な負荷分散を目指した仮想磁場漸弱法の検討;　2011/06
  ANNOUNCEMENT INFO.;　, 5-5
  AUTHOR;　Taichi Inoue, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 新規パターンの生成を目的とした自己組織化マップの検討;　2011/06
  ANNOUNCEMENT INFO.;　, 5-5
  AUTHOR;　Eishi Takahama, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A step-by-step approach to human level artifitical intelligence using developmental scales;　2011/06
  ANNOUNCEMENT INFO.;　25th Annual Conference of the Japanese Society for Artificial Intelligence, 2011
  AUTHOR;　Masanori Kido, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Tatsuya Furukawa
  
• Adaptive multi-winner neuron style in feedback SOM for temporal signal processing;　2011/03
  ANNOUNCEMENT INFO.;　12th Self-Organizing Maps Meeting in Japan 2011, 1-6
  AUTHOR;　Akira Terada, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A mechanism of virtual magnetic diminuendo method solving traveling salesman problem;　2011/03
  ANNOUNCEMENT INFO.;　1st SOFT Kyushu Chapter --- Angle Workshop, 3-4
  AUTHOR;　Shota Saito, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Blind source separation by a neural network with structural pruning for elminating useless neurons;　2011/03
  ANNOUNCEMENT INFO.;　1st SOFT Kyushu Chapter --- Angle Workshop, 9-10
  AUTHOR;　Masaya Mutsukado, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A natural-language-based three dimensional computer graphics system using Blender;　2011/03
  ANNOUNCEMENT INFO.;　17th Annual Meeting of the Association for Natural Language Processing, 200-203
  AUTHOR;　ナカハタ アツオ，イトウ ヒデアキ，フクモト ヒサオ，ワクヤ ヒロシ，フルカワ タツヤ
  
• Feasibility implementation delay of electromyogram in unspoken consonant;　2011/01
  ANNOUNCEMENT INFO.;　, 49
  AUTHOR;　Akihiro Yamashita, Isao Kuratomi, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• A consideration on configuration of competitive layer in self-organizing map;　2010/12
  ANNOUNCEMENT INFO.;　12th SOFT Kyushu Chapter Annual Conference, 9-12
  AUTHOR;　Hiroshi Wakuya, Tadao Eguchi, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 自己組織化マップを用いた無発声母音認識のための訓練システム;　2010/11
  ANNOUNCEMENT INFO.;　, 1
  AUTHOR;　クラトミイサオ，ヤマシタアキヒロ，フクモトヒサオ，フルカワタツヤ，ワクヤヒロシ，イトウヒデアキ，オオチマサシ
  
• Numerical electric field analysis of power status sensor observing power distributing system taking into account voltage divider measurement circuit;　2010/09
  ANNOUNCEMENT INFO.;　2010 Annual Conference of Fundamentals and Materials Society, IEE of Japan
  AUTHOR;　Takuro Kubo, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• Biomimetic signal decomposition by a neural network with structural pruning;　2010/09
  ANNOUNCEMENT INFO.;　3rd International Symposium on Intelligent Informatics
  AUTHOR;　Hiroshi Wakuya and Masaya Mutsukado
  
• An improvement of fraction-applicable self-organizing map for aiming at better performance;　2010/09
  ANNOUNCEMENT INFO.;　26th Fuzzy System Symposium, 1111-1116
  AUTHOR;　Hiroshi Wakuya and Suguru Nagano
  
• 部分データを学習する自己組織化マップの提案;　2010/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Shuuhei Johgo, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• A trial of audio signal decomposition by a neural network with structural pruning;　2010/09
  ANNOUNCEMENT INFO.;　2010 Joint Conference of Electrical and Electronics Engineers in Kyushu, 273-274
  AUTHOR;　Masaya Mutsukado, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• 組み合わせ最適化問題を解くホップフィールドネットワークの性能評価;　2010/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Shota Saito, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Feasibility implementation of surround sound for Virtual Walk System;　2010/09
  ANNOUNCEMENT INFO.;　Proceedings of Electronics, Information and Systems Conference, Electronics, Information and Systems Society, IEE of Japan, 1251-1256
  AUTHOR;　Soshiro Kanahara, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• Electromagnetic simulation of guitar pichup using finite element method;　2010/09
  ANNOUNCEMENT INFO.;　Proceedings of Electronics, Information and Systems Conference, Electronics, Information and Systems Society, IEE of Japan, 1338-1343
  AUTHOR;　Hideaki Tanaka, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• On accuracy of microstructure measurement by photometric stereo;　2010/09
  ANNOUNCEMENT INFO.;　Proceedings of Electronics, Information and Systems Conference, Electronics, Information and Systems Society, IEE of Japan, 1442-1447
  AUTHOR;　Hirohiko Yoshino, Hisao Fukumoto, Tatsuya Furukawa, Hideaki Itoh, Hiroshi Wakuya, and Masashi Ohchi
  
• 表面筋電信号による無発声認識システムを用いた発話認識の検討;　2010/09
  ANNOUNCEMENT INFO.;　2010 Joint Conference of Electrical and Electronics Engineers in Kyushu, 483
  AUTHOR;　Akihiro Yamashita, Hisao Fukumoto, Tatsuya Furukawa, Hiroshi Wakuya, Hideaki Itoh, and Masashi Ohchi
  
• 配電系における高調波伝搬方向検出システム実装の試み;　2010/09
  ANNOUNCEMENT INFO.;　2010 Joint Conference of Electrical and Electronics Engineers in Kyushu, 534
  AUTHOR;　Kay Vincent Morokuni, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• 多巻線変圧器の電磁界解析における解析手法の検討;　2010/09
  ANNOUNCEMENT INFO.;　2010 Joint Conference of Electrical and Electronics Engineers in Kyushu, 589
  AUTHOR;　Masahiro Hata, Tatsuya Furukawa, Hideaki Itoh, Hisao Fukumoto, Hiroshi Wakuya, and Masashi Ohchi
  
• Design of an interface for handwritten character recognition task with feedback SOM;　2010/08
  ANNOUNCEMENT INFO.;　, 5
  AUTHOR;　Akira Terada, Hiroshi Wakuya, Hideaki Itoh, Hisao Fukumoto, and Tatsuya Furukawa
  
• Temporal signal processing by feedback SOM: An application to on-line character recognition task;　2009/12
  ANNOUNCEMENT INFO.;　16th International Conference on Neural Information Processing, 102-103
  AUTHOR;　Hiroshi Wakuya and Akira Terada
  
• Energy landscape manipulation method for solving combinatorial optimization problems ----- In the case of variable threshold technique based on ratio manner -----;　2009/12
  ANNOUNCEMENT INFO.;　11th SOFT Kyushu Chapter Annual Conference, 67-70
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• フィードバックSOMを用いた時系列信号処理の試み ～オンライン文字認識への適用について～;　2009/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Hiroshi Wakuya
  
• Fraction-applicable self-organizing map;　2009/09
  ANNOUNCEMENT INFO.;　2nd International Symposium on Intelligent Informatics
  AUTHOR;　Hiroshi Wakuya and Suguru Nagano
  
• Search process for combinatorial optimization problems with VMD/CSW method ----- An application to travelling salesman problem -----;　2009/09
  ANNOUNCEMENT INFO.;　Annual Conference of Japanese Neural Network Society, 54-55
  AUTHOR;　Hiroshi Wakuya and Kiyotaka Yamashita
  
• Signal separation for biomimetic signals by a neural network with structural pruning;　2009/09
  ANNOUNCEMENT INFO.;　2009 Joint Conference of Electrical and Electronics Engineers in Kyushu
  AUTHOR;　Masaya Mutsukado and Hiroshi Wakuya
  
• A trial of solving travelling salesman problem with controlling synaptic weights method;　2009/09
  ANNOUNCEMENT INFO.;　2009 Joint Conference of Electrical and Electronics Engineers in Kyushu
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• フィードバックSOMの競合層活性度に応じた学習方法の検討;　2009/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Akira Terada and Hiroshi Wakuya
  
• Training method for multi-winner neuron style in feedback SOM;　2009/08
  ANNOUNCEMENT INFO.;　, 4
  AUTHOR;　Akira Terada and Hiroshi Wakuya
  
• A trial of solving travelling salesman problem with VMD/CSW method;　2009/08
  ANNOUNCEMENT INFO.;　, 5
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• An application to signal separation for biomimetic signals by a neural network with structural pruning;　2009/08
  ANNOUNCEMENT INFO.;　, 6
  AUTHOR;　Masaya Mutsukado and Hiroshi Wakuya
  
• Robustness of temporal signal processing in feedback SOM ----- Part-III An analysis of a working mechanism in state space -----;　2009/07
  ANNOUNCEMENT INFO.;　25th Fuzzy System Symposium
  AUTHOR;　Akira Terada and Hiroshi Wakuya
  
• A proposal of fraction-applicable self-organizing map and its application;　2009/03
  ANNOUNCEMENT INFO.;　10th Self-Organizing Maps Meeting in Japan 2009, 45-50
  AUTHOR;　Hiroshi Wakuya and Suguru Nagano
  
• Search process for combinatorial optimization problems with VDM/CSW method ----- An extension from a discrete model to a continuous model -----;　2009/03
  ANNOUNCEMENT INFO.;　19th Soft Science Workshop, 31-34
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• Robustness of temporal signal processing in feedback SOM ----- Part-II An improvement based on competitive layer's activity -----;　2009/03
  ANNOUNCEMENT INFO.;　19th Soft Science Workshop, 43-46
  AUTHOR;　Akira Terada and Hiroshi Wakuya
  
• An application to signal separation for biomimetic signals by neural networks;　2009/03
  ANNOUNCEMENT INFO.;　19th Soft Science Workshop, 65-68
  AUTHOR;　Masaya Mutsukado and Hiroshi Wakuya
  
• Robustness of temporal signal processing in feedback SOM ----- Part-IV Adaptability for temporal elastic patterns -----;　2009/03
  ANNOUNCEMENT INFO.;　11th Self-Organizing Maps Meeting in Japan 2010, 21-26
  AUTHOR;　Akira Terada and Hiroshi Wakuya
  
• Pattern generation with a self-organizing map and its application;　2008/12
  ANNOUNCEMENT INFO.;　, 2-1-2-6
  AUTHOR;　Hiroshi Wakuya
  
• A new type of Hopfield network with controllable synaptic weights for solving combinatorial optimization problems;　2008/12
  ANNOUNCEMENT INFO.;　2008 International Symposium on Intelligent Informatics, 48-48
  AUTHOR;　Hiroshi Wakuya and Kiyotaka Yamashita
  
• Online feedback error learning control for an inverted pendulum;　2008/12
  ANNOUNCEMENT INFO.;　2008 International Symposium on Intelligent Informatics, 124-124
  AUTHOR;　Yuzuru Morita and Hiroshi Wakuya
  
• A proposal of self-organizing map which can deal with partial input data;　2008/12
  ANNOUNCEMENT INFO.;　10th SOFT Kyushu Chapter Annual Conference, 31-34
  AUTHOR;　Suguru Nagano and Hiroshi Wakuya
  
• Robustness of temporal signal processing in feedback SOM;　2008/12
  ANNOUNCEMENT INFO.;　10th SOFT Kyushu Chapter Annual Conference, 35-38
  AUTHOR;　Akira Terada and Hiroshi Wakuya
  
• Pattern generation with backward projection in SOM -----In the case of sound data with different frequency -----;　2008/09
  ANNOUNCEMENT INFO.;　24th Fuzzy System Symposium, 60-695
  AUTHOR;　Takahiro Ishiguma and Hiroshi Wakuya
  
• A trial of on-line character recognition with a feedback SOM ----- Part-II Revision of training method for large data set -----;　2008/09
  ANNOUNCEMENT INFO.;　24th Fuzzy System Symposium, 750-755
  AUTHOR;　Hiroshi Wakuya and Toshiro Noda
  
• Pattern generation with backward projection in SOM ----- In the case both negative and positive images are applied -----;　2008/09
  ANNOUNCEMENT INFO.;　2008 Joint Conference of Electrical and Electronics Engineers in Kyushu
  AUTHOR;　Takahiro Ishiguma and Hiroshi Wakuya
  
• A search method for combinatorial optimization problems in Hopfield network：An application of visualized analysis to N queens problems;　2008/09
  ANNOUNCEMENT INFO.;　2008 Joint Conference of Electrical and Electronics Engineers in Kyushu
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• An application of fastICA algorithm to decomposing motor unit action potential from biomimetic surface EMG;　2008/09
  ANNOUNCEMENT INFO.;　2008 Joint Conference of Electrical and Electronics Engineers in Kyushu
  AUTHOR;　Ryo Kamikawa, Hiroshi Wakuya and Kenji Saitou
  
• 結合荷重制御型ホップフィールドネットワーク ～組み合わせ最適化問題の新しい解探索法の提案～;　2008/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• Sound data generation with backward projection in a self-organizing map;　2008/08
  ANNOUNCEMENT INFO.;　, 2-2
  AUTHOR;　Takahiro Ishiguma and Hiroshi Wakuya
  
• A new search method for combinatorial optimization problems based on controlling weights in Hopfield network;　2008/08
  ANNOUNCEMENT INFO.;　, 3-3
  AUTHOR;　Kiyotaka Yamashita and Hiroshi Wakuya
  
• SOM-based analysis of the records when we match with a computer by Janken game;　2008/08
  ANNOUNCEMENT INFO.;　, 3-3
  AUTHOR;　Suguru Nagano and Hiroshi Wakuya
  
• ばらつきを考慮した擬似表面筋電信号の運動単位活動電位への分離;　2008/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• パターン生成への自己組織化マップの応用 ～音情報作成への試み～;　2008/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• ホップフィールドネットワークによる解探索法の検討 ～仮想磁場導入時の振る舞いについて～;　2008/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• ICAを利用した表面筋電位分離におけるスパイク列ばらつきの影響;　2008/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 仮想的な磁場パラメータを導入した組み合わせ最適化問題の解探索法;　2007/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• フィードバックSOMを用いたオンライン文字認識の試み;　2007/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 組み合わせ最適化問題の解探索におけるホップフィールドネットワークの動作メカニズム;　2007/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• A study on scheduling function of a magnetic parameter in a virtual magnetic diminuendo method;　2007/11
  ANNOUNCEMENT INFO.;　14th International Conference on Neural Information Processing
  AUTHOR;　Hiroshi Wakuya, Mari Miyazaki
  
• 独立成分分析を用いた筋活動電位の解析;　2007/08
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップを利用した動画作成の試み;　2007/08
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 表面筋電位から運動単位活動電位への分離の試み ～独立成分分析を用いた模擬信号の分離～;　2007/08
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップの逆投影を利用したパターン生成 ～棒人間を用いた動画作成の試み～;　2007/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 独立成分分析を用いた筋電信号分離の試み;　2007/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• パターン生成への自己組織化マップの応用 ～位相保持マッピングを利用した動画作成～;　2007/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• ニューラルネットワークによる非線形システムの学習制御;　2007/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 非線形システムを補償するオンライン学習型ニューロ制御器;　2007/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 仮想磁場漸弱法における磁場パラメータ制御法 ―組み合わせ最適化問題の効率的な解探索を目指して―;　2007/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップの逆投影作用に基づいたパターン生成;　2006/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 組み合わせ最適化問題における仮想磁場パラメータを用いた解探索法の有効性;　2006/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Seasonal variation of neuro-controller training period observed in the control task of inverted pendulum;　2006/09
  ANNOUNCEMENT INFO.;　3rd International Conference on Brain-inspired Information Technology
  AUTHOR;　Hiroshi Wakuya, Yoichiro Sankai, Yuzuru Morita
  
• 新規パターンを生成する自己組織化マップの提案;　2006/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップを用いたパターン生成の試み;　2006/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 倒立振子のセルフチューニング型オンライン制御;　2006/08
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• セルフチューニング型オンライン学習制御方式における指令信号波形の反転現象;　2006/03
  ANNOUNCEMENT INFO.;　, 12
  AUTHOR;　
  
• 自己組織化マップの位相保持マッピングに着目したコンピュータウィルス検出の試み;　2006/03
  ANNOUNCEMENT INFO.;　, 25-30
  AUTHOR;　
  
• オンライン学習型制御器における指令信号反転現象の解析;　2006/03
  ANNOUNCEMENT INFO.;　, 38-39
  AUTHOR;　
  
• コンピュータウィルス検出に向けた自己組織化マップの応用;　2006/03
  ANNOUNCEMENT INFO.;　, 18-19
  AUTHOR;　
  
• 忘却機構を有する連想記憶モデルによる時系列中の潜在的規則の抽出と自動削除;　2006/03
  ANNOUNCEMENT INFO.;　, 16-17
  AUTHOR;　
  
• 双方向型計算様式に基づいた時系列予測技術の財政時系列データへの適用;　2006/03
  ANNOUNCEMENT INFO.;　, 14-15
  AUTHOR;　
  
• 時系列情報に含まれる潜在的規則を抽出する連想記憶型神経回路モデル;　2005/12
  ANNOUNCEMENT INFO.;　, 89-92
  AUTHOR;　
  
• バイナリィデータに着目した電子ファイル識別のための自己組織化マップ;　2005/12
  ANNOUNCEMENT INFO.;　, 97-98
  AUTHOR;　
  
• A new search method for combinatorial optimization problem inspired from the spin glass system;　2005/10
  ANNOUNCEMENT INFO.;　Abstracts of the 2nd International Conference on Brain-inspired Information Technology (BrainIT2005) October 7-9, Kitakyushu, Japan, P3-10, 100
  AUTHOR;　Hiroshi Wakuya
  
• ニューラルネットワークを用いた組み合わせ最適化問題の解探索法の検討;　2005/09
  ANNOUNCEMENT INFO.;　, 522
  AUTHOR;　
  
• セルフチューニングを用いた適応的な手法による倒立振子の制御;　2005/09
  ANNOUNCEMENT INFO.;　, 519
  AUTHOR;　
  
• 適応的に倒立振子を制御するニューロコントローラ構築の試み;　2005/09
  ANNOUNCEMENT INFO.;　, 153
  AUTHOR;　
  
• 仮想磁場漸弱法を用いた組み合わせ最適化問題の解法;　2005/09
  ANNOUNCEMENT INFO.;　, 186-187
  AUTHOR;　
  
• ニューロコントローラを用いた倒立振子の制御;　2005/03
  ANNOUNCEMENT INFO.;　, 22-23
  AUTHOR;　
  
• データの分布を推定する誤差逆伝搬学習法;　2005/03
  ANNOUNCEMENT INFO.;　, 20-21
  AUTHOR;　
  
• ニューラルネットワークを用いた組み合わせ最適化問題の解法;　2005/03
  ANNOUNCEMENT INFO.;　, 18-19
  AUTHOR;　
  
• ノイズを許容したデータによる誤差逆伝搬学習;　2004/09
  ANNOUNCEMENT INFO.;　, 667
  AUTHOR;　
  
• ジャンケンに見られるヒトの意思決定様式のSOM解析 ――第2報 特徴マップの解釈を巡って――;　2004/06
  ANNOUNCEMENT INFO.;　, 267-272
  AUTHOR;　
  
• An application of brain-inspired computing architecture to time series prediction tasks;　2004/03
  ANNOUNCEMENT INFO.;　Abstracts of the Brain-inspired Information Technology (BrainIT2004), International Symposium on Bio-Inspired Systems (ISBS2004), Part IV March 7-9, Kitakyushu, Japan, P7-2, 22
  AUTHOR;　Hiroshi Wakuya
  
• ジャンケンに見られるヒトの意思決定様式のSOM解析;　2004/03
  ANNOUNCEMENT INFO.;　, 37-42
  AUTHOR;　
  
• 自己組織化マップによるヒトの意思決定様式の解析;　2004/02
  ANNOUNCEMENT INFO.;　, 28
  AUTHOR;　
  
• 時系列予測を行う双方向型神経回路モデルにおける予測-平滑化統合処理と精度向上のメカニズム;　2003/09
  ANNOUNCEMENT INFO.;　, CD-ROM
  AUTHOR;　
  
• ニューラルネットワークで構築されたベイズ的推論による測定対象の入出力関係の推定;　2003/09
  ANNOUNCEMENT INFO.;　, CD-ROM
  AUTHOR;　
  
• 自己組織化マップの生理学的時系列データ処理への応用;　2003/09
  ANNOUNCEMENT INFO.;　, 110
  AUTHOR;　
  
• ベイズ的推論に基づいて未知関数の推定を行う神経回路モデル;　2003/09
  ANNOUNCEMENT INFO.;　, 71
  AUTHOR;　
  
• A new architecture of self-organizing map for temporal signal processing;　2003/09
  ANNOUNCEMENT INFO.;　Proceedings of the Workshop on Self-Organizing Maps 2003 (WSOM'03) September 11-14, Kitakyushu, Japan, FR2A-1, 17-22
  AUTHOR;　Hiroshi Wakuya, Hiroyuki Harada
  
• ベイズ推定を行う神経回路網による未知関数の推定;　2003/09
  ANNOUNCEMENT INFO.;　, 212-213
  AUTHOR;　
  
• 双方向型計算様式に基づいた時系列予測における予測-平滑化処理の統合効果について;　2003/09
  ANNOUNCEMENT INFO.;　, 172-173
  AUTHOR;　
  
• Development process of information representations in bi-directional computing architecture for time series prediction;　2003/06
  ANNOUNCEMENT INFO.;　Proceedings of the Joint 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing (ICANN/ICONIP2003) June 26-29, Istanbul, Turkey, T9-1, 370-373
  AUTHOR;　Hiroshi Wakuya, Katsunori Shida
  
• 時系列信号処理を行う自己組織化マップの動作メカニズムについて;　2003/03
  ANNOUNCEMENT INFO.;　, 5-10
  AUTHOR;　
  

Other Lectures

• 君は論文の中から何を読み取るか。そして、どのように活かすか ～これまでの体験談を交えて～;　2010/06
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Hiroshi Wakuya
  
• サイエンス・フィクションに見る近未来技術 ―サイボーグ・アンドロイド・人工頭脳―;　2005/10
  ANNOUNCEMENT INFO.;　, 52-52
  AUTHOR;　
  

Application of Intellectual Property Rights

• ホップフィールドネットワーク;　2013/03
  ANNOUNCEMENT INFO.;　
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• 自己組織化マップを用いたパターン生成方法、そのプログラム及び装置;　2012/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Hiroshi Wakuya
  

Invited Lecture, Special Lecture

• ICT防災デザインに取り組んだ6年間 ～電気電子工学の立場から～;　2018/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Recent activities on soft computing technology applied to ICT-based disaster prevention design;　2015/12
  ANNOUNCEMENT INFO.;　51st Anniversary of Prof. Lotfi A. Zadeh's Proposal of Fuzzy Sets
  AUTHOR;　Hiroshi Wakuya
  
• An application of soft computing technology to ICT-based disater prevention design;　2015/07
  ANNOUNCEMENT INFO.;　2015 IEEE SMC Hiroshima Chapter Young Researchers' Workshop Proceedings, 1-6
  AUTHOR;　Hiroshi Wakuya
  
• ニューラルネットワークを用いて組み合わせ最適化問題を解く ～異分野の知見を如何に情報処理へ活用するか？～;　2012/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Hiroshi Wakuya
  
• 人工頭脳工学への誘い ～脳を取り巻く種々の話題に触れながら～;　2009/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Hiroshi Wakuya
  
• 人工頭脳工学への誘い ～脳にまつわる過去・現在・未来の話題を織り交ぜて～;　2006/11
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• ニューラルネットワークにおける時系列信号処理 ―時間とともに変化する情報を如何に扱おうとしてきたか?;　2006/08
  ANNOUNCEMENT INFO.;　
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