論文・著書一覧 List of Publications


雑誌論文(査読付) Journal Papers

  1. 堀江和正,末光厚夫,丹野智博,森田昌彦(2016): 選択的不感化ニューラルネットによる表面筋電位からの手首関節角速度推定, 電子情報通信学会論文誌(D), J99-D, 6, 617-629.
    [reprint (PDF)]
  2. Kobayashi, T., Shibuya, T. and Morita, M. (2015): Q-learning in continuous state-action space with noisy and redundant inputs by using a selective desensitization neural network, Journal of Advanced Computational Intelligence and Intelligent Informatics, 19, 6, 825--832
    [PDF]
  3. 篠塚正成,森田昌彦,設楽宗孝(2015): 神経活動の解析に基づく腹側線条体の強化学習機能のモデル化, 電子情報通信学会論文誌(D), J98-D, 9, 1277-1287.
    [reprint (PDF)]
  4. Tanno, T., Horie, K., Kobayashi T. and Morita, M. (2015): Effect of patten coding on pattern classification neural networks, International Journal of Machine Learning and Computing, 5, 4, 339-343.
    [reprint (PDF)]
  5. Ishizaki, T., Morita, H. and Morita, M. (2015): Feature integration in the mapping of multi-attribute visual stimuli to responses, Scientific Reports, 5, 9056.
    [doi:10.1038/srep09056]
  6. 小林高彰,澁谷長史,森田昌彦 (2015): 選択的不感化ニューラルネットを用いた連続状態行動空間におけるQ学習, 電子情報通信学会論文誌(D), J98-D, 2, 287-299.
    [reprint (PDF)]
  7. Horie, K., Suemitsu, A. and Morita, M. (2014): Direct estimation of hand motion speed from surface electromyograms using a selective desensitization neural network, Journal of Signal Processing, 18, 225-228.
    [reprint (PDF)]
  8. Tanaka, F., Takahashi, T. and Morita, M. (2013): Tricycle-style operation interface for children to control a telepresence robot, Advanced Robotics, 27, 1375-1384.
  9. 野中和明,田中文英,森田昌彦 (2011): 階層型ニューラルネットの2変数関数近似能力の比較, 電子情報通信学会論文誌(D), J94-D, 12, 2114-2125.
    [概要] [reprint (PDF)]
  10. Yamane, K. and Morita, M. (2010): Brain-like computing based on distributed representations and neurodynamics, New Generation Computing, 28, 321-338.
    [preprint (PDF)]
  11. 新保智之,山根 健,田中文英,森田昌彦 (2010): 選択的不感化ニューラルネットを用いた強化学習の価値関数近似, 電子情報通信学会論文誌(D), J93-D, 6, 837-847.
    [reprint (PDF)]
  12. Morita, M., Morokami, S. and Morita H. (2010): Attribute pair-based visual recognition and memory, PLoS ONE, 5(3), e9571.
    [doi:10.1371/journal.pone.0009571]
  13. 宮澤泰弘,末光厚夫,森田昌彦 (2007): 選択的不感化理論に基づく海馬ニューロン活動のモデル化, 日本神経回路学会誌, 14, 3-12.
    [reprint (PDF)]
  14. 山根 健,蓮尾高志,末光厚夫,森田昌彦 (2007): 軌道アトラクタを用いたパターンベース推論, 電子情報通信学会論文誌(D), J90-D, 933-944.
    [reprint (PDF)]
  15. 蓮尾高志,山根 健,森田昌彦 (2006): 神経力学系間の相互作用に基づく文脈依存的時空間パターン処理, 情報科学技術レターズ, 5, 139-142.
    [reprint(PDF)]
  16. 森田昌彦,村田和彦,諸上茂光,末光厚夫 (2004): 選択的不感化法を適用した層状ニューラルネットの情報統合能力, 電子情報通信学会論文誌(D-II), J87-D-II, 2242-2252.
    [reprint(PDF)]
  17. 末光厚夫,諸上茂光,森田昌彦 (2004): 下側頭葉における文脈依存的連想の計算論的モデル, 電子情報通信学会論文誌(D-II), J87-D-II, 1665-1677.
    [reprint(PDF)]
  18. 諸上茂光,末光厚夫,森田昌彦 (2003): 嗅周皮質の可塑性に基づく受動的連合形成のモデル, 日本神経回路学会誌, 10, 123-129.
    [全文(PDF)]
  19. 末光厚夫,諸上茂光,森田昌彦 (2003): 選択的不感化原理に基づく文脈依存的ニューロン活動のモデル化, 情報科学技術レターズ, 2, 149-152.
    [全文(PDF)]
  20. Morita, H., Morita, M. and Kumada, T. (2003): Integration process of contours defined by different attributes, Cognitive Brain Research, 15, 324-327.
    [reprint(PDF)]
  21. 森田昌彦,松沢浩平,諸上茂光 (2002): 非単調神経素子の選択的不感化を用いた文脈依存的連想モデル, 電子情報通信学会論文誌(D-II), J85-D-II, 1602-1612.
    [概要] [reprint(PDF)]
  22. 末光厚夫,諸上茂光,森田昌彦 (2002): 下側頭葉ニューロンの想起活動に関する計算論的考察, 日本神経回路学会誌, 9, 174-180.
    [Abstract] [全文(PDF)]
  23. Morita, M. and Suemitsu, A. (2002): Computational modeling of pair-association memory in inferior temporal cortex, Cognitive Brain Research, 13, 169-178.
    [Abstract] [reprint(PDF)]
  24. 末光厚夫,森田昌彦 (2001): 下側頭葉における対連合記憶の神経回路モデル, 電子情報通信学会論文誌(D-II), J84-D-II, 718-727.
    [概要] [全文(PDF)]
  25. 森田昌彦,村上 聡 (1998): 非単調神経回路網による時系列パターンの認識, 電子情報通信学会論文誌(D-II), J81-D-II, 1679-1688.
    [概要] [reprint (PDF)]
  26. 森田ひろみ,森田昌彦 (1998): 色と形の統合における局所結合の働き, 心理学研究, 69, 358-366. [Abstract]
  27. Morita, M. (1996b): Computational study on the neural mechanism of sequential pattern memory, Cognitive Brain Research, 5, 137-146.
    [Abstract] [Full text (PDF)]
  28. Morita, M. (1996a): Memory and learning of sequential patterns by nonmonotone neural networks, Neural Networks, 9, 1477-1489.
    [Abstract] [reprint (PDF)]
  29. 森田昌彦 (1995): 非単調ダイナミクスを用いた時系列パターンの連想記憶, 電子情報通信学会論文誌(D-II), J78-D-II, 679-688.
    [概要 / Abstract] [reprint (PDF)]
  30. 森田昌彦 (1994): 非単調ダイナミクスを用いた時系列パターンの学習, 日本神経回路学会誌, 1, 69-74.
    [Abstract] [reprint (PDF)]
  31. Yoshizawa, S., Morita, M. and Amari, S. (1993): Capacity of associative memory using a nonmonotonic neuron model, Neural Networks, 6, 167-176.
    [Abstract] [reprint (PDF)]
  32. Morita, M. (1993): Associative memory with nonmonotone dynamics, Neural Networks, 6, 115-126.
    [Abstract] [reprint (PDF)]
  33. 森田昌彦,吉澤修治,中野 馨 (1992): 非単調ダイナミクスを用いた構造をもつパターンの連想記憶, 電子情報通信学会論文誌(D-II), J75-D-II, 1884-1891.
    [概要 / Abstract] [reprint (PDF)]
  34. 森田昌彦 (1991): 側頭葉短期記憶力学系の神経回路モデル, 電子情報通信学会論文誌(D-II), J74-D-II, 54-63.
    [概要 / Abstract] [reprint (PDF)]
  35. 森田昌彦,吉澤修治,中野 馨 (1990): 自己相関連想記憶の想起過程とその改良, 電子情報通信学会論文誌(D-II), J73-D-II, 232-242.
    [概要 / Abstract] [reprint (PDF)]
  36. 森田昌彦 (1989): 連想記憶の海馬モデル, 電子情報通信学会論文誌(D-II), J72-D-II, 279-288.
    [概要 / Abstract] [reprint (PDF)]
  37. 森田昌彦,花泉 弘,藤村貞夫,椿 広計 (1987): 統計的検定を用いたパルス状雑音の低減法 − 雑音検出アルゴリズムの改良,計測自動制御学会論文集, 23, 89-91.

国際会議発表論文(査読付) Proceedings of International Conferences

  1. Horie, K., Suemitsu, A., Tanno, T. and Morita, M. (2016): Direct estimation of wrist joint angular velocities from surface EMGs by Using an SDNN function approximator, Proceedings of the 23rd International Conference on Neural Information Processing (ICONIP 2016), CD-ROM.
    [PDF]
  2. Sasaki, D., Izawa, J. and Morita, M. (2015): A computational approach to detect a meta-learning of the cortical basis function during a motor adaptation study, Proceedings of the 26th 2015 International Symposium on Micro-Nano Mechatronics and Human Science, doi:10.1109/MHS.2015.7438244.
  3. Kobayashi, T., Shibuya, T. and Morita, M. (2014): Q-learning in continuous state-action space with redundant dimensions using a selective desensitization neural network, Proceedings of the Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems, 801-806.
  4. Tanaka, F., Takahashi, T., Matsuzoe, S., Tazawa, N. and Morita, M. (2014): Telepresence robot helps children in communicating with teachers who speak a different language, Proceedings of the 2014 ACM/IEEE International Conference on Human-Robot Interaction (HRI 2014), 399-406.
  5. Horie, K., Suemitsu, A. and Morita, M. (2014): Direct estimation of hand motion speed from surface EMG using selective desensitization neural network, Proceedings of the 2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing, 661-664.
  6. Tanaka, F., Takahashi, T., Matsuzoe, S., Tazawa, N. and Morita, M. (2013): Child-operated telepresence robot: a field trial connecting classrooms between Australia and Japan, Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2013), .5896-5901.
  7. Takahashi, T., Morita, M. and Tanaka, F. (2012): Evaluation of a tricycle-style teleoperational interface for children: A comparative experiment with a video game controller, Proceedings of the 21st IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN 2012), 334-338.
  8. Takahashi, T., Morita, M. and Tanaka, F. (2011): Operational feedback considering social contingency for robot teleoperation, Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 234-239.
  9. Kawata, H., Tanaka, F., Suemitsu, A. and Morita, M. (2010): Practical surface EMG pattern classification by using a selective desensitization neural network, Neural Information Processing (Part II), Lecture Notes in Computer Science, 6444, 42-49.
  10. Suemitsu, A., Miyazawa, Y. and Morita, M. (2009): Model of the activity of the hippocampal neurons based on the theory of selective desensitization, Advances in Neuro-Information Processing (Part I), Lecture Notes in Computer Science, 5506, 383-390.
  11. Hasuo, T., Yamane, K. and Morita, M. (2008): Context-dependent processing of spatiotemporal patterns based on interaction between neurodynamical systems, Advances in Cognitive Neurodynamics, 231-236.
    [Full text (PDF)]
  12. Yamane, K., Hasuo, T. and Morita, M. (2008): Inference based on distributed representations using trajectory attractors, Neural Information Processing (Part II), Lecture Notes in Computer Science, 4985, 1065-1074.
  13. Suemitsu, A. and Morita, M. (2006): Neural network model of context-dependent neuronal activity in inferotemporal cortex, Proceedings of the 2006 International Joint Conference on Neural Networks, Vancouver, 293-298.
    [Full text (PDF)]
  14. Morita, M., Murata, K. and Morokami, S. (2003): Context-dependent sequential recall by a trajectory attractor network with selective desensitization, Proceedings of the Third International Conference on Neural Networks and Artificial Intelligence, Minsk, 235-238.
    [Abstract] [Full text (PDF)]
  15. Morokami, S., Suemitsu, A. and Morita, M. (2002): A model of implicit association learning based on plasticity in the perirhinal cortex, Proceedings of the 9th International Conference on Neural Information Processing, Singapore, 1135-1139.
    [Abstract] [Full text (PDF)]
  16. Suemitsu, A., Morokami, S., Murata, K. and Morita, M. (2002): Computational examination on the dynamics of recall activity in the inferior temporal cortex, Proceedings of the 2002 International Joint Conference on Neural Networks, Honolulu, 136-141.
    [Abstract] [Full text (PDF)]
  17. Suemitsu, A. and Morita, M. (2000): A model of memory formation in the pair-association task, Proceedings of the 7th International Conference on Neural Information Processing, Taejon, 2, 915-919.
    [Abstract] [Full text (PDF)]
  18. Suemitsu, A. and Morita, M. (1999): A neural network model of pair-association memory in the inferotemporal cortex, Proceedings of the 6th International Conference on Neural Information Processing, Perth, 2, 790-794.
    [Abstract] [Full text (PDF)]
  19. Murakami, S. and Morita, M. (1999): Top-down and bottom-up processing of spatiotemporal patterns in a fully recurrent network of nonmonotonic neurons, Proceedings of the 6th International Conference on Neural Information Processing, Perth, 3, 1118-1122.
    [Abstract] [Full text (PDF)]
  20. Murakami, S., Morita, M. and Sakamoto, N. (1998): Recognition of spatiotemporal patterns using a nonmonotone neural network with hidden neurons, Proceedings of the 5th International Conference on Neural Information Processing, Kitakyushu, 1, 287-290.
    [Abstract] [Full text (PDF)]
  21. Morita, M. and Murakami, S. (1997): Recognition of spatiotemporal patterns by nonmonotone neural networks, Proceedings of the 4th International Conference on Neural Information Processing, Dunedin, 1, 6-9.
    [Abstract] [Full text (PDF)]
  22. Morita, M. (1994): Smooth recollection of a pattern sequence by nonmonotone analog neural networks, Proceedings of the 1994 IEEE International Conference on Neural Networks, Orlando, 2, 1032-1037.
  23. Yoshizawa, S., Morita, M. and Amari, S. (1992): Capacity and spurious memory of associative memory using a non-monotonic neuron model, Proceedings of the 1992 International Conference on Artificial Neural Networks, Brighton, 2, 445-448.
  24. Yoshizawa, S., Morita, M., Doya, K. and Amari, S. (1991): Analysis of dynamics of an associative neural network with a non-monotonic output function, Proceedings of the 1991 International Conference on Artificial Neural Networks, Espoo, 1, 255-260.
  25. Morita, M., Yoshizawa, S. and Nakano, K. (1990): Memory of correlated patterns by associative neural networks with improved dynamics, Proceedings of the 1990 International Neural Network Conference, Paris, 2, 868-871.

著書 Books

  1. 脳の高次機能 (丹治 順・吉澤修治編),朝倉書店(2001).
  2. 脳科学大辞典 (甘利俊一・外山敬介編),朝倉書店 (2000).
  3. Brain and Mind (M. Ito ed.), Elsevier (1997).
  4. 脳と計算論 (外山敬介・杉江 昇編),朝倉書店 (1997).
    [担当章の全文]
  5. 脳から心へ − 高次脳機能の解明に挑む (宮下保司・下條信輔編),岩波書店 (1995).
  6. 脳とニューラルネット (甘利俊一・酒田英夫編),朝倉書店 (1994).
    [担当章の全文]
  7. Associative Neural Memories (M. Hassoun ed.), Oxford University Press (1993).
  8. ニューロコンピュータの基礎 (中野 馨ほか著),コロナ社 (1990).
  9. BASICでつくる脳の情報システム (知能システム研究会著),啓学出版 (1987).

その他の論文・解説記事 Others

  1. 森田昌彦: 連想記憶とアソシアトロン,Clinical Neuroscience, 34,, 8, 921--924 (2016).
    [PDF]
  2. 森田昌彦,末光厚夫: 対連合記憶の神経回路モデル,神経研究の進歩, 45, 317-327, 医学書院(2001).
    [全文]
  3. 森田昌彦: 連想記憶の神経回路モデル,科学, 61, 223-230, 岩波書店 (1991).
  4. 森田昌彦: 記憶の海馬モデル,コンピュートロール, No. 24, 46-52, コロナ社 (1988).


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