Research Associate, Department of Computer Science and Media Engineering, Yamanashi University

1997.4 - 2000.3

最新AI技術による環境修復微生物の次世代探索・評価システムの構築

2019.4 - 2020.3

山梨大学  分野横断的融合研究プロジェクト  分野横断的融合研究プロジェクト

山村 英樹

海馬と大脳皮質における宣言的記憶の形成モデル

2019.4 - 2020.3

基盤研究(C)

服部元信

(公財)NEC C&C財団 国際会議論文発表者助成

2018.12

公益財団法人NEC C&C財団  国際会議論文発表者助成 

海馬から大脳皮質への宣言的記憶の転写モデル

2016.4 - 2019.3

基盤研究(C)

服部元信

海馬と大脳皮質におけるエピソード記憶の形成モデル

2013.4 - 2016.3

基盤研究(C)

神経細胞置換とカオス連想を用いた長期記憶形成のためのデュアルネットワークモデルの構築

2011.4 - 2012.3

山梨大学  戦略・公募プロジェクト  スタートアップ研究支援

海馬と大脳皮質における相補的な学習システムのモデル化に関する研究

2007.4 - 2011.3

若手研究(B)

歯状回の神経細胞置換を導入した海馬システムのモデル化に関する研究

2005.4 - 2007.3

若手研究(B)

自己組織化マップ連想メモリの高機能化とハードウェア化に関する研究

2002.4 - 2005.3

若手研究(B)

マルチモーダルユーザインターフェースを備えた高次コミュニケーショ ン空間の構築に関する研究開発

2001.4 - 2002.3

ニューラルネットワーク連想メモリの追加学習に関する研究

1998.4 - 2000.3

奨励研究(A)

(財)情報科学国際交流財団研究者海外派遣助成

1998.4

(財)テレコム先端技術研究支援センター研究奨励金

1994.4 - 1997.3

Online Knowledge Distillation via Collaborative Learning with Enhanced Diversity and Gradual Ensemble Reviewed

Qiuyue Li, Motonobu Hattori, Wei Zhang, Zhigang Gao

Proceedings of 2021 IEEE 12th International Workshop on Computational Intelligence and Applications (IWCIA)   1 - 6   2021.11( ISSN：1883-3977 )

Improving Adversarial Robustness Based on Adversarial Training Consideration Reviewed

Ryota Komiyama and Motonobu Hattori

IEICE TRANSACTIONS on Information and Systems   J104D ( 4 )   406 - 414   2021.4

Supervised STDP Learning for Spiking Neural Networks with Adaptive Weight Decay

Hiroshi Araki and Motonobu Hattori

Proceedings of the 83rd National Convention of IPSJ   2   483 - 484   2021.3

Cross-subject EEG Channel Optimization by Domain Adversarial Sparse Learning Model Reviewed

Zhenhua Wu, Hong Zeng, Yue Zhao, Xiufeng Li, Jiaming Zhang, Motonobu Hattori

IEEE International Conference on Bioinformatics and Biomedicine 2020   1176 - 1179   2020.12

Improving Adversarial Robustness Based on Adversarial Training Consideration

Ryota Komiyama and Motonobu Hattori

53 - 53   2020.3

Improving Adversarial Robustness Based on Adversarial Training Consideration

Ryota Komiyama and Motonobu Hattori

83 - 88   2020.3

Efficient Learning for Distillation of DNN by Self Distillation Reviewed

Jumpei Takagi, Motonobu Hattori

IEEJ Transactions on Electronics, Information and Systems   139 ( 12 )   1509 - 1516   2019.12( ISSN：0385-4221 )

Transcriptional model of declarative memory from hippocampus to neocortex Invited

Motonobu Hattori

The CELL   51 ( 6 )   43 - 46   2019.6( ISSN：0386-4766 )

Reducing Training Time for Distillation of DNN by Self Distillation

Jumpei Takagi and Motonobu Hattori

Proceedings of the 81st National Convention of IPSJ   2   455 - 456   2019.3

Efficient Learning for Distillation of DNN by Self Distillation

Jumpei Takagi and Motonobu Hattori

209 - 214   2019.3

Reduction of Catastrophic Forgetting using Pseudorehearsal and Importance of Weight

Shunta Nakano and Motonobu Hattori

IEICE Technical Report   19 - 24   2019.3

Adversarial Minimax Training for Robustness Against Adversarial Examples Reviewed

Ryota Komiyama and Motonobu Hattori

Lecture Notes in Computer Science   11302   690 - 699   2018.12

Characteristics of contrastive Hebbian learning with pseudorehearsal for multilayer neural networks on reduction of catastrophic forgetting Reviewed

Motonobu Hattori and Shunta Nakano

International Journal of Computational Intelligence Studies   7 ( 3-4 )   289 - 311   2018.11( ISSN：1755-4977 )

Alpine Plants Recognition with Deep Convolutional Neural Network using Saliency

Negishi, T., Hattori, M.

2   221 - 222   2018.3

Introduction of pseudorehearsal considering the distribution of environmental state for the reinforcement learning using neural network

Henmi, K., Hattori, M.

2   103 - 104   2018.3

Complex-Valued Support Vector Machines Based on Multi-Valued Neurons Reviewed Major achievement

H.Shinoda, M.Hattori

Proceedings of IEEE 2018 International Conference on Information and Communicatio Technology (ICOIACT)   209 - 214   2018.3

Reduction of Catastrophic Forgetting for Multilayer Neural Networks Trained by No-Prop Algorithm Reviewed Major achievement

M.Hattori, H.Tsuboi

Proceedings of IEEE 2018 International Conference on Information and Communicatio Technology (ICOIACT)   215 - 220   2018.3

Reduction of Catastrophic Forgetting in Multilayer Neural Networks Trained by Contrastive Hebbian Learning with Pseudorehearsal Reviewed Major achievement

S.Nakano, M.Hattori

Proceedings of 2017 IEEE 10th International Workshop on Computational Intelligence and Applications (IWCIA)   91 - 95   2017.11

Alpine Plants Recognition with Deep Convolutional Neural Network Reviewed Major achievement

Lecture Notes in Computer Science   10261 ( Part I )   572 - 577   2017.6( ISSN：0302-9743 )

Introduction of Parallel Learning to Combined Knowledge Acquisition Model

　 ( 　 )   2-185 - 2-186   2017.3

Alpine Plants Recognition with Deep Convolutional Neural Network

　 ( 　 )   2-291 - 2-292   2017.3

Parallel Learning for Combined Knowledge Acquisition Model Reviewed Major achievement

Lecture Notes in Computer Science   9947 ( Part I )   32 - 39   2016.10( ISSN：0302-9743 )

A Hippocampal Model for Episodic Memory using Neurogenesis and Asymmetric STDP Reviewed Major achievement

Proceedings of IEEE and INNS International Joint Conference on Neural Networks   5189 - 5193   2016.7

Applying optimum-path forest classifier to CBIR using hybrid similarity

　 ( 　 )   2-219 - 2-220   2016.3

A Hippocampal Model for Episodic Memory using Neurogenesis and Asymmetric STDP

　 ( 　 )   14 - 15   2015.9

Knowledge transfer of evolving neural networks using pseudo patterns

　 ( 　 )   117 - 117   2015.3

Applying log data to reuse of classifiers in CBIR using SVM active learning

　 ( 　 )   188 - 188   2015.2

Semiautomatic synthesis of face in mind Reviewed

Proceedings of the fourth IIEEJ International Workshop on Image Electronics and Visual Computing   2014.10

Application of log data to criterion for reuse of classifiers in CBIR using SVM active learning

　 ( 　 )   189 - 190   2014.9

A Biologically Inspired Dual-Network Memory Model for Reduction of Catastrophic Forgetting Reviewed Major achievement

NEUROCOMPUTING   134   262 - 268   2014.6( ISSN：0925-2312 )

Semiautomatic Synthesis of Face in Mind Reviewed

2014.6

OPF分類器を用いた内容に基づく画像検索における分類器の再利用

清水和美,服部元信

FIT2013(第12回情報科学技術フォーラム)講演論文集   　 ( 　 )   251 - 252   2013.9

DVB強化学習を行うリカレントニューラルネットワークの構造獲得

齋藤成人,服部元信

FIT2013(第12回情報科学技術フォーラム)講演論文集   　 ( 　 )   425 - 426   2013.9

構造獲得型ニューラルネットワークへの合議アルゴリズムの導入

赤池誠吾,服部元信

電子情報通信学会東京支部学生会第18回研究発表会講演論文集   　 ( 　 )   191 - 191   2013.3

Avoiding Catastrophic Forgetting by a Biologically Inspired Dual-Network Memory Model Reviewed Major achievement

Lecture Notes in Computer Science   7664 ( Part II )   392 - 400   2012.11

再利用分類器のアンサンブルを用いた内容に基づく画像検索

手川真彰,服部元信

情報処理学会第74回全国大会講演論文集   　 ( 　 )   2-215 - 2-216   2012.3

内容に基づく画像検索における再利用分類器の統合

手川真彰,服部元信

FIT2011(第10回情報科学技術フォーラム)講演論文集   　 ( 　 )   455 - 456   2011.9

構造進化型ニューラルネットワークへの強化学習と単純化の導入

赤池誠吾,鴫原知希,服部元信

FIT2011(第10回情報科学技術フォーラム)講演論文集   　 ( 　 )   539 - 540   2011.9

複素サポートベクターマシン

篠田北斗,服部元信,小林正樹

情報処理学会第73回全国大会講演論文集   　 ( 　 )   2-315 - 2-316   2011.3

スパイキングニューラルネットにおけるマルチスパイク誤差逆伝搬学習法

井上大輔,服部元信

情報処理学会第73回全国大会講演論文集   　 ( 　 )   2-129 - 2-130   2011.3

Reducing Spurious States by Rotor Associative Memory Reviewed Major achievement

IEEJ Transactions on Electronics, Information and Systems   131-C ( 1 )   109 - 115   2011.1

Improvement of Reuse of Classifiers in CBIR Using SVM Active Learning Reviewed Major achievement

Lecture Notes in Computer Science   6444   598 - 605   2010.11

能動学習型サポートベクタマシンを用いた内容に基づく画像検索における分類器の再利用基準の改善

手川真彰,服部元信

FIT2010(第9回情報科学技術フォーラム)講演論文集   　 ( 　 )   449 - 452   2010.9

Dual-Network Memory Model Using a Chaotic Neural Network Reviewed Major achievement

Proceedings of IEEE and INNS International Joint Conference on Neural Networks   1678 - 1682   2010.7

複合的タスクのための既存知識の選択規則の学習

識名翔,服部元信

情報処理学会創立50周年記念(第72回)全国大会講演論文集   　 ( 　 )   2-239 - 2-240   2010.3

Chaotic Rotor Associative Memory Reviewed Major achievement

Proceedings of 2009 International Symposium on Nonlinear Theory and its Applications   399 - 402   2009.10

マージン最大化学習によるロバストな連想記憶のソフトマージンについての考察

篠田北斗,服部元信

FIT2009(第8回情報科学技術フォーラム)講演論文集   　 ( 　 )   617 - 618   2009.9

エージェントの分布に基づくフェロモン更新を導入したACO

滝川将巧,服部元信

FIT2009(第8回情報科学技術フォーラム)講演論文集   　 ( 　 )   403 - 404   2009.9

リカレントニューラルネットと高速統合学習を用いたDirect-Vision-Based強化学習

井上大輔,服部元信

FIT2009(第8回情報科学技術フォーラム)講演論文集   　 ( 　 )   613 - 614   2009.9

Significance for Hippocampal Memory of Context-Like Information Generated in Hippocampal CA3c Reviewed Major achievement

Lecture Notes in Computer Science   5506   344 - 351   2009.8

神経細胞置換を取り入れたニューラルネットワークモデル

若木裕子,服部元信

情報処理学会第71回全国大会講演論文集   　 ( 　 )   2-129 - 2-130   2009.3

Significance for Hippocampal Memory of Context-Like Information Generated in Hippocampal CA3c

T.Samura,M.Hattori,M.Kikuchi,S.Ishizaki

Proceedings of 15th International Conference on Neural Infromation Processing   206 - 207   2008.11

Sequence disambiguation and pattern completion by cooperation between autoassociative and heteroassociative memories of functionally divided hippocampal CA3 Reviewed Major achievement

Neurocomputing   71 ( 16-18 )   3176 - 3183   2008.10

海馬CA3の空間・時間選択性の相互作用によるT字迷路課題を想定したループ時系列の曖昧性解消

佐村俊和,服部元信,菊池進一,石崎俊

FIT2008(第7回情報科学技術フォーラム)講演論文集   　 ( 　 )   481 - 482   2008.9

A model of hippocampal learning with neuronal turnover in dentate gyrus Reviewed Major achievement

International Jounal of Mathematics and Computers in Simulation   2 ( 2 )   215 - 222   2008.9

能動学習型サポートベクターマシンを用いた内容に基づく画像検索における分類器の再利用

中島聖志,服部元信

情報処理学会第70回全国大会講演論文集   　 ( 　 )   1-477 - 1-478   2008.3

進化的手法を用いた双方向連想記憶モデルの学習

麦倉寛人,服部元信

電子情報通信学会東京支部学生会第13回研究発表会講演論文集   　 ( 　 )   178 - 178   2008.3

神経新生を考慮した海馬神経回路網モデルの構築

内藤秀一,服部元信

情報処理学会第70回全国大会講演論文集   　 ( 　 )   2-291 - 2-292   2008.3

知識統合による複合的知識獲得モデルの特性および実環境への適用性の調査

矢部達也,服部元信

情報処理学会第70回全国大会講演論文集   　 ( 　 )   2-283 - 2-284   2008.3

歯状回における神経新生を考慮した海馬モデル

若木裕子,服部元信

FIT2007(第6回情報科学技術フォーラム)講演論文集   　 ( 　 )   475 - 476   2007.9

Contribution of Spatial and Temporal Selectivity in Hippocampal CA3 to Sequence Disambiguation Reviewed Major achievement

Information Technology Letters   195 - 198   2007.9

Spatial and temporal selectivity of hippocampal CA3 and its contribution to sequence disambiguation Reviewed Major achievement

Artificial Neural Networks - ICANN2007 (Proceedings of 17th International Conference on Artificial Neural Networks)   2   49 - 58   2007.9

感性語によるBGMの自動作曲

武藤桂,服部元信

FIT2007(第6回情報科学技術フォーラム)講演論文集   　 ( 　 )   209 - 210   2007.9

Autoassociative and heteroassociative hippocampal CA3 model based on localtion dependencies derived from anatomical and physiological findings Reviewed Major achievement

International Congress Series (Proceedings of the 3rd International Conference on Brain-Inspired Information Technology (BrainIT2006))   1301   140 - 143   2007.6

神経新生を考慮した海馬モデルの構築

内藤秀一,服部元信

電子情報通信学会情報・システムソサイエティ誌2007年総合大会特別号   　 ( 　 )   39 - 39   2007.3

マージン最大化学習によるロバストな連想記憶モデル

秋本仁志,服部元信

情報処理学会第69回全国大会講演論文集   　 ( 　 )   2-345 - 2-346   2007.3

マージン最大化学習によるHopfieldモデル

秋本仁志,服部元信

電子 情報通信学会技術研究報告   NC2006-140 ( 　 )   133 - 138   2007.3

Sequence Disambiguation by Functionally Divided Hippocampal CA3 Model Reviewed Major achievement

Neural Information Processing (Proceedings of 13th International Conference on Neural Information Processing)   4232   117 - 126   2006.10

階層成長型自己組織化マップを用いた内容に基づく画像検索の距離尺度の改良

中島聖志,服部元信

FIT2006(第5回情報科学技術フォーラム)講演論文集   　 ( 　 )   405 - 406   2006.9

Contribution of Functionally Divided Hippocampal CA3 Model to Sequence Disambiguation Reviewed Major achievement

Information Technology Letters   135 - 138   2006.9

Autoassociative and heteroassociative hippocampal CA3 model based on physiological findings Reviewed Major achievement

Abstracts of the 3rd International Conference on Brain-Inspired Information Technology   62 - 62   2006.9

既存知識の統合による複合的知識獲得モデル

矢部達也,服部元信

FIT2006(第5回情報科学技術フォーラム)講演論文集   　 ( 　 )   399 - 400   2006.9

マージン最大化学習を用いた連想記憶の性能評価

秋本仁志,服部元信

電子情報通信学会情報・システムソサイエティ誌2006年総合大会特別号   　 ( 　 )   28 - 28   2006.3

海馬における記憶修正メカニズムの意味記憶獲得への関与

佐村俊和,服部元信,石崎俊

慶應義塾大学湘南藤沢学会第4回研究発表大会抄録集   　 ( 　 )   9 - 12   2005.11

Applying maximal margin method to the learning of Hopfield associative memory Reviewed Major achievement

Proceedings of 12th International Conference on Neural Information Processing   767 - 772   2005.11

Improvement of noise reduction effect for morphological associative memories Reviewed Major achievement

Proceedings of 12th International Conference on Neural Information Processing   400 - 403   2005.11

Hippocampal memory modification in sequential input with theta phase precession Reviewed Major achievement

Proceedings of 12th International Conference on Neural Information Processing   301 - 306   2005.11

海馬CA3モデルによる概念構成要素の抽出

佐村俊和,服部元信,石崎俊

FIT2005(第4回情報科学技術フォーラム)講演論文集   　 ( 　 )   319 - 322   2005.9

マージン最大化学習を用いた連想記憶の耐雑音性改善

秋本仁志,服部元信

FIT2005(第4回情報科学技術フォーラム)講演論文集   　 ( 　 )   335 - 336   2005.9

Hippocampal memory modification induced by pattern completion and spike-timing dependent synaptic plasticity Reviewed Major achievement

International Journal of Neural Systems   15 ( 1&2 )   1 - 10   2005.4

機能的分離海馬CA3モデルによる時空間記憶

佐村俊和,服部元信

電子 情報通信学会総合大会講演論文集   　 ( 　 )   19 - 19   2005.3

Memory modification induced by pattern completion and STDP in hippocampal CA3 model Reviewed Major achievement

Neural Information Processing   37 - 43   2004.11

A Fast Method of Decide Kernel Patterns for Morphological Associative Memory Reviewed Major achievement

IEEJ Transactions on Electronics, Information and Systems   123-C ( 10 )   1830 - 1838   2003.10

多方向連想記憶の記憶容量

小林正樹,服部元信,山崎晴明

電子 情報通信学会技術研究報告   NC2003-33 ( 　 )   67 - 72   2003.7

Robust morphological associative memory using multiple kernel patterns Reviewed Major achievement

Proceedings of 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing   102 - 105   2003.6

記憶の洗練機能を実現する海馬神経回路網モデル

佐村俊和,服部元信

電子 情報通信学会技術研究報告   NC2003-2 ( 　 )   7 - 12   2003.5

形態学的連想記憶の耐雑音性の改善

橋口博司,服部元信

電子情報通信学会総合大会講演論文集   　 ( 　 )   20 - 20   2003.3

A fast method of constructing kernel patterns for morphological associative memory Reviewed Major achievement

Proceedings of 9th International Conference on Neural Information Processing   1058 - 1063   2002.11

Multidirectional Associative Memory with a Hidden Layer Reviewed Major achievement

Systems and Computers in Japan   33 ( 6 )   1 - 9   2002.6

マルチモーダルユーザインターフェースを備えた高次コミュニケーショ ン空間の構築に関する研究開発(創造的情報通信 技術研究開発推進制度)

伊藤洋,今宮淳美,唐澤博,小方孝,岩沼宏治,茅暁陽,福本文代,服部元信,小澤賢司,郷健太郎

平成14年度通信・放送機構研究発表会 予稿集<席上発表編>   　 ( 　 )   283 - 288   2002.5

SOM Associative Memory for Temporal Sequences Reviewed Major achievement

Proceedings of IEEE and INNS International Conference on Neural Networks   950 - 955   2002.5

Sequential Learning for SOM Associative Memory with Map Reconstruction Reviewed Major achievement

Artificial Neural Networks   2130   477 - 484   2001.8

Multidirectional Associative Memory with a Hidden Layer Reviewed Major achievement

Transactions of IEICE, D-II   J84-D-II ( 7 )   1495 - 1502   2001.7

自己組織化特徴マップを用いた連想メモリのマップ再構築

有墨博耶,服部元信

電子 情報通信学会 情報・システムソサイエティ大会講演論文集   　 ( 　 )   21 - 21   2000.10

マルチモーダルユーザインターフェースを備えた高次コミュニケーショ ン空間の構築(創造的情報通信技術研究開発推進制度)

伊藤洋,今宮淳美,唐澤博,小方孝,岩沼宏治,茅暁陽,福本文代,服部元信,小澤賢司,郷健太郎

平成12年度通信・放送機構研究発表会 予稿集<資料発表編>   　 ( 　 )   177 - 178   2000.6

Associative memory for intelligent control Reviewed Major achievement

Mathematics and Computer in Simulation   51   349 - 374   2000.1

Sequential Learning for Associative Memory using Kohonen Feature Map Reviewed

Proceedings of IEEE and INNS International Conference on Neural Networks   3   1920 - 1923   1999.7

Improved Pseudo-Relaxation Learning Algorithm for Robust Bidirectional Associative Memory Reviewed

Artificial Neural Nets and Genetic Algorithms   288 - 293   1999.4

自己組織化特徴マップを用いた追加学習可能な連想メモリ

山田剛生,服部元信,森澤正之,伊藤洋

電子情報通信学会技術研究報告   NC98-90 ( 　 )   93 - 100   1999.2

Knowledge Processing System using Multi-Module Associative Memory Reviewed

Proceedings of IEEE and INNS International Conference on Neural Networks   1   531 - 536   1998.5

Neural Associative Memory for Intelligent Information Processing Reviewed

Proceedings of Second International Conference on Knowledge-based Intelligent Electronic Systems   2   377 - 386   1998.4

Multimodule Associative Memory for Many-to-Many Associations Reviewed Major achievement

Neurocomputing   19 ( 1&2&3 )   99 - 119   1998.4

Chaotic Multidirectional Associative Memory Reviewed

Proceedings of IEEE International Conference on neural Networks   2   1210 - 1215   1997.6

カオスニューラルネットワークにおける逐次学習

長名優子,服部元信,萩原将文

電子情報通信学会技術研究報告   NC96-132 ( 　 )   147 - 154   1997.3

Intersection Learning for Bidirectional Associative Memory Reviewed Major achievement

IEEJ Transactions on Electronics, Information and Systems   116 ( 7 )   755 - 761   1996.7

Episodic Associative Memories Reviewed Major achievement

Neurocomputing   12 ( 1 )   1 - 18   1996.7

Chaotic Bidirectional Associative Memory Reviewed Major achievement

IEEJ Transactions on Electronics, Information and Systems   116 ( 7 )   741 - 747   1996.7

Chaotic Bidirectional Associative Memory Reviewed

Proceedings of IEEE International Conference on neural Networks   2   816 - 821   1996.6

Intersection Learning for Bidirectional Associative Memory Reviewed

Proceedings of IEEE International Conference on neural Networks   1   555 - 560   1996.6

カオス双方向連想メモリ

長名優子,服部元信,萩原将文

電子情報通信学会技術研究報告   NC95-125 ( 　 )   73 - 80   1996.3

Quick Learning for Multidirectional Associative Memories Reviewed

Proceedings of IEEE International Conference on neural Networks   4   1949 - 1954   1995.12

Knowledge Processing System using Multidirectional Associative Memory Reviewed

Proceedings of IEEE International Conference on neural Networks   3   1304 - 1309   1995.12

Multimodule Associative Memory for Many-to-Many Associations Reviewed

Proceedings of IEEE International Conference on neural Networks   4   1755 - 1760   1995.12

Multidirectional Associative Memory (MAM)による知識処理

服部元信,萩原将文

電子情報通信学会技術研究報告   NC-94-57 ( 　 )   49 - 56   1994.12

Episodic Associative Memory Reviewed

Proceedings of IEEE International Conference on neural Networks   2   1062 - 1067   1994.7

New Results of Quick Learning for Bidirectional Associative Memory having High Capacity Reviewed

Proceedings of IEEE International Conference on neural Networks   2   1080 - 1085   1994.7

Quick Learning for Bidirectional Associative Memory Reviewed Major achievement

IEICE Transactions on Information and Systems   E77-D ( 4 )   358 - 392   1994.4

双方向連想メモリの高速学習

服部元信,萩原将文,中川正雄

電子情報通信学会技術研究報告   NC93-102 ( 　 )   165 - 172   1994.3

Improved Multidirectional Associative Memories for Training Sets Including Common Terms Reviewed Major achievement

Transactions of IEICE, D-II   J77-D-II ( 3 )   591 - 599   1994.3

双方向連想メモリにおける学習の高速化

服部元信,萩原将文,中川正雄

電子情報通信学会全国大会予稿集   　 ( 　 )   　 - 　   1994.3

Quick Learning for Bidirectional Associative Memory Reviewed

Proceedings of INNS World Congress on Neural Networks   2   297 - 300   1993.7

Improved Multidirectional Associative Memories for training sets including common terms Reviewed

Proceedings of IEEE and INNS International Joint Conference on Neural Networks   2   172 - 177   1992.6

Machine Learning

2020Year

Linear Algebra II Major achievement

2020Year  Type of subject：Professional education (undergraduate)

Advanced Kansei and Intelligent Information Systems Major achievement

2020Year  Type of subject：Dr. (Graduate School)

Intelligent Systems I Major achievement

2020Year  Type of subject：Professional education (undergraduate)

Computer Literacy with Laboratory Major achievement

2020Year  Type of subject：Professional education (undergraduate)

Machine Learning Major achievement

2019Year  Type of subject：Master's (Graduate School)

Intensive lectures for graduate students participating in the dual degree program with Hangzhou Dianzi University

Linear Algebra II Major achievement

2015Year  Type of subject：Professional education (undergraduate)

Research Work in Computer Science and Media Engineering IIB

2015Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IIA

2015Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IB

2015Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IA

2015Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IIB

2015Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IIA

2015Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IB

2015Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IA

2015Year  Type of subject：Master's (Graduate School)

Advanced Study on Artificial Intelligence Major achievement

2015Year  Type of subject：Master's (Graduate School)

Advanced Intelligent Information System Design ＩI Major achievement

2015Year  Type of subject：Dr. (Graduate School)

Intelligent System I Major achievement

2015Year  Type of subject：Professional education (undergraduate)

Thesis in Computer Science and Media Engineering

2015Year  Type of subject：Professional education (undergraduate)

Computer Science and Media Engineering Seminar

2015Year  Type of subject：Professional education (undergraduate)

Computer Science and Media Engineering Seminar

2015Year  Type of subject：Professional education (undergraduate)

Thesis in Computer Science and Media Engineering

2015Year  Type of subject：Professional education (undergraduate)

Computer Science and Media Engineering Seminar

2015Year  Type of subject：Professional education (undergraduate)

First-year Seminar in Computer Science and Engineering

2015Year  Type of subject：Other (undergraduate)

Computer Literacy with Laboratory Major achievement

2015Year  Type of subject：Professional education (undergraduate)

Introduction to Computer Science and Engineering Seminar

2015Year  Type of subject：Professional education (undergraduate)

Operations Research

2015Year  Type of subject：Professional education (undergraduate)

Intelligent System I Major achievement

2014Year  Type of subject：Professional education (undergraduate)

Research Work in Computer Science and Media Engineering IIB

2014Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IIA

2014Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IB

2014Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IA

2014Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IIB

2014Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IIA

2014Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IB

2014Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IA

2014Year  Type of subject：Master's (Graduate School)

Advanced Study on Artificial Intelligence Major achievement

2014Year  Type of subject：Master's (Graduate School)

Advanced Intelligent Information System Design ＩI Major achievement

2014Year  Type of subject：Dr. (Graduate School)

人間とコンピュータ

2014Year  Type of subject：Common education (undergraduate)

Thesis in Computer Science and Media Engineering

2014Year  Type of subject：Professional education (undergraduate)

Computer Science and Media Engineering Seminar

2014Year  Type of subject：Professional education (undergraduate)

First-year Seminar in Computer Science and Engineering

2014Year  Type of subject：Other (undergraduate)

Computer Literacy with Laboratory Major achievement

2014Year  Type of subject：Professional education (undergraduate)

Introduction to Computer Science and Engineering Seminar

2014Year  Type of subject：Professional education (undergraduate)

Operations Research

2014Year  Type of subject：Professional education (undergraduate)

Linear Algebra II Major achievement

2014Year  Type of subject：Professional education (undergraduate)

Introduction to Computer Science and Engineering Seminar

2013Year  Type of subject：Professional education (undergraduate)

Research Work in Computer Science and Media Engineering IIB

2013Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IIA

2013Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IB

2013Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IA

2013Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IIB

2013Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IIA

2013Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IB

2013Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IA

2013Year  Type of subject：Master's (Graduate School)

Advanced Study on Artificial Intelligence

2013Year  Type of subject：Master's (Graduate School)

Advanced Intelligent Information System Design ＩI

2013Year  Type of subject：Dr. (Graduate School)

Operations Research

2013Year  Type of subject：Professional education (undergraduate)

Linear Algebra II

2013Year  Type of subject：Professional education (undergraduate)

人間とコンピュータ

2013Year  Type of subject：Common education (undergraduate)

Pattern Recognition

2013Year  Type of subject：Professional education (undergraduate)

Thesis in Computer Science and Media Engineering

2013Year  Type of subject：Professional education (undergraduate)

Computer Science and Media Engineering Seminar

2013Year  Type of subject：Professional education (undergraduate)

First-year Seminar in Computer Science and Engineering

2013Year  Type of subject：Other (undergraduate)

Computer Literacy with Laboratory

2013Year  Type of subject：Professional education (undergraduate)

Pattern Recognition

2012Year  Type of subject：Professional education (undergraduate)

Seminar in Computer Science and Media Engineering IB

2012Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IA

2012Year  Type of subject：Master's (Graduate School)

Advanced Study on Artificial Intelligence

2012Year  Type of subject：Master's (Graduate School)

Advanced Intelligent Information System Design ＩI

2012Year  Type of subject：Dr. (Graduate School)

Research Work in Computer Science and Media Engineering IIB

2012Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IIA

2012Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IB

2012Year  Type of subject：Master's (Graduate School)

Research Work in Computer Science and Media Engineering IA

2012Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IIB

2012Year  Type of subject：Master's (Graduate School)

Seminar in Computer Science and Media Engineering IIA

2012Year  Type of subject：Master's (Graduate School)

Thesis in Computer Science and Media Engineering

2012Year  Type of subject：Professional education (undergraduate)

Computer Science and Media Engineering Seminar

2012Year  Type of subject：Professional education (undergraduate)

First-year Seminar in Computer Science and Engineering

2012Year  Type of subject：Other (undergraduate)

Computer Literacy with Laboratory

2012Year  Type of subject：Professional education (undergraduate)

Introduction to Computer Science and Engineering Seminar

2012Year  Type of subject：Professional education (undergraduate)

Operations Research

2012Year  Type of subject：Professional education (undergraduate)

Linear Algebra II

2012Year  Type of subject：Professional education (undergraduate)

Pattern Recognition

2011Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研究第二B

2011Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第二A

2011Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一B

2011Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一A

2011Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二B

2011Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二A

2011Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一B

2011Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一A

2011Year  Type of subject：Master's (Graduate School)

人工知能特論

2011Year  Type of subject：Master's (Graduate School)

知能情報システム設計特論第2

2011Year  Type of subject：Dr. (Graduate School)

Thesis in Computer Science and Media Engineering

2011Year  Type of subject：Professional education (undergraduate)

Computer Science and Media Engineering Seminar

2011Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学入門ゼミ

2011Year  Type of subject：Other (undergraduate)

Computer Literacy with Laboratory

2011Year  Type of subject：Professional education (undergraduate)

Introduction to Media Engineering

2011Year  Type of subject：Professional education (undergraduate)

Operations Research

2011Year  Type of subject：Professional education (undergraduate)

Linear Algebra II

2011Year  Type of subject：Professional education (undergraduate)

線形代数学II

2010Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研究第二B

2010Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第二A

2010Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一B

2010Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一A

2010Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二B

2010Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二A

2010Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一B

2010Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一A

2010Year  Type of subject：Master's (Graduate School)

人工知能特論

2010Year  Type of subject：Master's (Graduate School)

知能情報システム設計特論第2

2010Year  Type of subject：Dr. (Graduate School)

パターン認識

2010Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学卒業論文

2010Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研修

2010Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学入門ゼミ

2010Year  Type of subject：Other (undergraduate)

情報処理及び実習

2010Year  Type of subject：Professional education (undergraduate)

メディア工学概論

2010Year  Type of subject：Professional education (undergraduate)

オペレーションズリサーチ

2010Year  Type of subject：Professional education (undergraduate)

人工知能特論

2009Year  Type of subject：Master's (Graduate School)

知能情報システム設計特論第2

2009Year  Type of subject：Dr. (Graduate School)

パターン認識

2009Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学卒業論文

2009Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研修

2009Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学入門ゼミ

2009Year  Type of subject：Other (undergraduate)

情報処理及び実習

2009Year  Type of subject：Professional education (undergraduate)

メディア工学概論

2009Year  Type of subject：Professional education (undergraduate)

オペレーションズリサーチ

2009Year  Type of subject：Professional education (undergraduate)

線形代数学II

2009Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学演習第一A

2009Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第二B

2009Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第二A

2009Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一B

2009Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一A

2009Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二B

2009Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二A

2009Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一B

2009Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第二B

2008Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第二A

2008Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一B

2008Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一A

2008Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二B

2008Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二A

2008Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一B

2008Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一A

2008Year  Type of subject：Master's (Graduate School)

人工知能特論

2008Year  Type of subject：Master's (Graduate School)

知能情報システム設計特論第2

2008Year  Type of subject：Dr. (Graduate School)

パターン認識

2008Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学卒業論文

2008Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研修

2008Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学入門ゼミ

2008Year  Type of subject：Other (undergraduate)

情報処理及び実習

2008Year  Type of subject：Professional education (undergraduate)

メディア工学概論

2008Year  Type of subject：Professional education (undergraduate)

オペレーションズリサーチ

2008Year  Type of subject：Professional education (undergraduate)

線形代数学II

2008Year  Type of subject：Professional education (undergraduate)

パターン認識

2007Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研究第一A

2007Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二B

2007Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第二A

2007Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一B

2007Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学演習第一A

2007Year  Type of subject：Master's (Graduate School)

人工知能特論

2007Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第二B

2007Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第二A

2007Year  Type of subject：Master's (Graduate School)

コンピュータ・メディア工学研究第一B

2007Year  Type of subject：Master's (Graduate School)

知能情報システム設計特論第2

2007Year  Type of subject：Dr. (Graduate School)

コンピュータ・メディア工学卒業論文

2007Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研修

2007Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学入門ゼミ

2007Year  Type of subject：Other (undergraduate)

情報処理及び実習

2007Year  Type of subject：Professional education (undergraduate)

メディア工学概論

2007Year  Type of subject：Professional education (undergraduate)

オペレーションズリサーチ

2007Year  Type of subject：Professional education (undergraduate)

線形代数学II

2007Year  Type of subject：Professional education (undergraduate)

ニューロコンピューティング特論

2006Year  Type of subject：Dr. (Graduate School)

Neurocomputing Theory Major achievement

2006Year  Type of subject：Dr. (Graduate School)

パターン認識

2006Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学卒業論文

2006Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研修

2006Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学入門ゼミ

2006Year  Type of subject：Other (undergraduate)

情報処理及び実習

2006Year  Type of subject：Professional education (undergraduate)

メディア工学概論

2006Year  Type of subject：Professional education (undergraduate)

オペレーションズリサーチ

2006Year  Type of subject：Professional education (undergraduate)

線形代数学II

2006Year  Type of subject：Professional education (undergraduate)

ニューロコンピューティング特論

2005Year  Type of subject：Dr. (Graduate School)

Softcomputing Theory Major achievement

2005Year  Type of subject：Master's (Graduate School)

ニューロコンピューティング特論

2005Year  Type of subject：Dr. (Graduate School)

オペレーションズリサーチ

2005Year  Type of subject：Professional education (undergraduate)

線形代数学II

2005Year  Type of subject：Professional education (undergraduate)

人間とコンピュータ

2005Year  Type of subject：Common education (undergraduate)

メディア工学概論

2005Year  Type of subject：Professional education (undergraduate)

科学技術英語

2005Year  Type of subject：Professional education (undergraduate)

情報処理及び実習

2005Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学卒業論文

2005Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研修

2005Year  Type of subject：Professional education (undergraduate)

パターン認識

2005Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学入門ゼミ

2005Year  Type of subject：Other (undergraduate)

プレゼンテーション論及び実習

2005Year  Type of subject：Professional education (undergraduate)

ニューロコンピューティング特論

2004Year  Type of subject：Dr. (Graduate School)

メディア工学概論

2004Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学卒業論文

2004Year  Type of subject：Professional education (undergraduate)

コンピュータ・メディア工学研修

2004Year  Type of subject：Professional education (undergraduate)

パターン認識

2004Year  Type of subject：Professional education (undergraduate)

オペレーションズリサーチ

2004Year  Type of subject：Professional education (undergraduate)

線形代数学II

2004Year  Type of subject：Professional education (undergraduate)

人間とコンピュータ

2004Year  Type of subject：Common education (undergraduate)

メディア工学演習

2004Year  Type of subject：Professional education (undergraduate)

2021

Examiner classification：Second reader

Master ：11people  (Overseas student)：5people

Doctoral ：0people  (Overseas student)：0people

2020

Examiner classification：Chief examiner

Master ：2people  (Overseas student)：1people

2020

Examiner classification：Second reader

Master ：10people  (Overseas student)：7people

Doctoral ：2people  (Overseas student)：2people

2019

Examiner classification：Chief examiner

Master ：1people 

2019

Examiner classification：Second reader

Master ：4people 

Doctoral ：1people  (Overseas student)：1people

2018

Examiner classification：Chief examiner

Master ：3people 

2018

Examiner classification：Second reader

Master ：4people 

Doctoral ：1people  (Overseas student)：1people

2017

Examiner classification：Chief examiner

Master ：2people 

2017

Examiner classification：Second reader

Master ：4people 

2016

Examiner classification：Second reader

Master ：3people 

2015

Examiner classification：Second reader

Master ：3people 

Doctoral ：1people 

2015

Examiner classification：Chief examiner

Master ：2people 

2014

Examiner classification：Second reader

Master ：6people 

Doctoral ：1people  (Overseas student)：1people

2014

Examiner classification：Chief examiner

Master ：2people 

2013

Examiner classification：Second reader

Master ：4people 

2012

Examiner classification：Second reader

Master ：8people 

2012

Examiner classification：Chief examiner

Master ：1people 

2011

Examiner classification：Chief examiner

Master ：1people 

2011

Examiner classification：Second reader

Master ：7people  (Overseas student)：3people

Doctoral ：1people 

2010

Examiner classification：Chief examiner

Master ：2people 

2010

Examiner classification：Second reader

Master ：5people 

2009

Examiner classification：Chief examiner

Master ：2people 

2009

Examiner classification：Second reader

Master ：3people 

2008

Examiner classification：Chief examiner

Master ：1people 

2008

Examiner classification：Second reader

Master ：3people 

2007

Examiner classification：Chief examiner

Master ：3people 

2007

Examiner classification：Second reader

Master ：6people 

Doctoral ：1people  (Overseas student)：1people

2006

Examiner classification：Chief examiner

Master ：1people 

2006

Examiner classification：Second reader

Master ：3people 

2005

Examiner classification：Second reader

Master ：4people 

2004

Examiner classification：Chief examiner

Master ：1people 

2004

Examiner classification：Second reader

Master ：1people 

2003

Examiner classification：Second reader

Master ：4people 

2003

Examiner classification：Chief examiner

Master ：3people 

2002

Examiner classification：Second reader

Master ：4people 

2002

Examiner classification：Chief examiner

Master ：1people 

2001

Examiner classification：Second reader

Master ：4people 

2000

Examiner classification：Chief examiner

Master ：1people 

2001.4 - 2003.3

1999.4 - 2001.3

The Institute of Electronics, Information and Communication Engineers

1996.10