論文・著書一覧 List of Publications


雑誌論文(査読付) Journal Papers

  1. Morita, M., Otsu, R. and Kawasaki, M. (2023): Brainwave activities reflecting depressed mood: a pilot study. Scientific Reports, 13, 41598.
    [doi: 10.1038/s41598-023-40582-y]
  2. Wu, Y., Morita, M. and Izawa, J. (2022): Reward prediction errors, not sensory prediction errors, play a major role in model selection in human reinforcement learning. Neural Networks, 154, 109-121.
    [doi: 10.1016/j.neunet.2022.07.002]
  3. 染野翔一，堀江和正，丹野智博，森田昌彦（2019）: 選択的不感化ニューラルネットによる特徴量の有効性の分析， 電子情報通信学会論文誌(D), J102-D, 8, 567-574.
    [reprint (PDF)]
  4. Ichiba, T., Horie, K., Someno, S., Aki, T and Morita, M. (2019): Application of a selective desensitization neural network to concept drift problems, Journal of Signal Processing, 23, 4, 145-149.
    [reprint (PDF)]
  5. Furutate, M., Fujii, Y., Morita, H. and Morita, M. (2019): Visual feature integration of three attributes in stimulus-response mapping is distinct from that of two, Frontiers in Neuroscience, 13, 35.
    [doi: 10.3389/fnins.2019.00035]
  6. 藤井佑実子，森田昌彦，森田ひろみ（2017）: 刺激の位置を含む複数属性と反応のマッピング学習，Vision, 29(4), 129-144.
    [PDF]
  7. 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)]
  8. 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]
  9. 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)]
  10. 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)]
  11. 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]
  12. 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)]
  13. 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)]
  14. Tanaka, F., Takahashi, T. and Morita, M. (2013): Tricycle-style operation interface for children to control a telepresence robot, Advanced Robotics, 27, 1375-1384.
  15. 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)]
  16. Yamane, K. and Morita, M. (2010): Brain-like computing based on distributed representations and neurodynamics, New Generation Computing, 28, 321-338.
    [preprint (PDF)]
  17. 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)]
  18. 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]
  19. 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)]
  20. 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)]
  21. 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)]
  22. 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)]
  23. 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)]
  24. 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)]
  25. 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)]
  26. Morita, H., Morita, M. and Kumada, T. (2003): Integration process of contours defined by different attributes, Cognitive Brain Research, 15, 324-327.
    [reprint(PDF)]
  27. 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)]
  28. 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)]
  29. 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)]
  30. 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)]
  31. 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)]
  32. 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]
  33. Morita, M. (1996b): Computational study on the neural mechanism of sequential pattern memory, Cognitive Brain Research, 5, 137-146.
    [Abstract] [Full text (PDF)]
  34. Morita, M. (1996a): Memory and learning of sequential patterns by nonmonotone neural networks, Neural Networks, 9, 1477-1489.
    [Abstract] [reprint (PDF)]
  35. 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)]
  36. 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)]
  37. 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)]
  38. Morita, M. (1993): Associative memory with nonmonotone dynamics, Neural Networks, 6, 115-126.
    [Abstract] [reprint (PDF)]
  39. 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)]
  40. 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)]
  41. 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)]
  42. 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)]
  43. 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. Ichiba, T., Horie, K., Someno, S., Aki, T and Morita, M. (2019): Application of the selective desensitization neural network to concept drift problems, Proceedings of the 2019 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing, SPM1-3-3.
  2. Someno, S., Horie, K., Ichiba, T., Aki, T and Morita, M. (2019): Improving time series prediction by the selective desensitization neural network based on synaptic weight analysis, Proceedings of the 2019 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing, SPM1-3-5.
    [PDF]
  3. Tanno, T, Horie, K., Izawa, J. and Morita, M. (2017): Robustness of selective desensitization perceptron against irrelevant and partially relevant features in pattern classification, Proceedings of the 24th International Conference on Neural Information Processing (ICONIP 2017), 520-529.
    [PDF]
  4. 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), 28-35.
    [PDF]
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
    [PDF]
  13. 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.
  14. 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)]
  15. 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.
  16. 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)]
  17. 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)]
  18. 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)]
  19. 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)]
  20. 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)]
  21. 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)]
  22. 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)]
  23. 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)]
  24. 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)]
  25. 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.
  26. 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.
  27. 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.
  28. 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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