原著論文
- Yuji Kawai, Shinya Fujii, and Minoru Asada, Oscillations create groove: A reservoir model for learning complex drumming performances, bioRxiv preprint, bioRxiv 2024.07.17.603863, 2024.
- Yuji Kawai, Takashi Morita, Jihoon Park, and Minoru Asada, Oscillations enhance time-series prediction in reservoir computing with feedback, arXiv preprint, arXiv:2406.02867, 2024.
- Yuji Kawai, Jihoon Park, and Minoru Asada, Reservoir computing using self-sustained oscillations in a locally connected neural network, Scientific Reports, Vol. 13, 15532, 2023.
- Yuji Kawai and Minoru Asada, Spatiotemporal motor learning with reward-modulated Hebbian plasticity in modular reservoir computing, Neurocomputing, Vol. 558, 126740, 2023.
- Yuji Kawai, Tomohito Miyake, Jihoon Park, Jiro Shimaya, Hideyuki Takahashi, and Minoru Asada, Anthropomorphism-based causal and responsibility attributions to robots, Scientific Reports, Vol. 13, 12234, 2023.
- Yuji Kawai, Jihoon Park, Ichiro Tsuda, and Minoru Asada, Learning long-term motor timing/patterns on an orthogonal basis in random neural networks, Neural Networks, Vol. 163, pp. 298-311, 2023.
- Jihoon Park, Yuji Kawai, and Minoru Asada, Spike timing-dependent plasticity under imbalanced excitation and inhibition reduces the complexity of neural activity, Frontiers in Computational Neuroscience, Vol. 17, 1169288, 2023.
- Yuji Kawai, Kazuki Tachikawa, Jihoon Park, and Minoru Asada, Compensated integrated gradients for reliable explanation of electroencephalogram signal classification, Brain Sciences, Vol. 12, No. 7, 849, 2022.
- Yuji Kawai, Yuji Oshima, Yuki Sasamoto, Yukie Nagai, and Minoru Asada, A computational model for child inferences of word meanings via syntactic categories for different ages and languages, IEEE Transactions on Cognitive and Developmental Systems, Vol. 12, No. 3, pp. 401-416, 2020.
- Jihoon Park, Koki Ichinose, Yuji Kawai, Junichi Suzuki, Minoru Asada, and Hiroki Mori, Macroscopic cluster organizations change the complexity of neural activity, Entropy, Vol. 21, No. 2, 214, 2019.
- Yuji Kawai, Jihoon Park, and Minoru Asada, A small-world topology enhances the echo state property and signal propagation in reservoir computing, Neural Networks, Vol. 112, pp. 15-23, 2019.
- Yuji Kawai, Yukie Nagai, and Minoru Asada, Prediction error in the PMd as a criterion for biological motion discrimination: A computational account, IEEE Transactions on Cognitive and Developmental Systems, Vol. 10, No. 2, pp. 237-249, 2018.
- 河合祐司，大嶋悠司，浅田稔，未分化な文法カテゴリによる幼児発話の誤用：英語の過去形の形態素と日本語の格助詞の過剰生成に共通した計算モデル，認知科学， Vol. 24, No. 1, pp. 52-66, 2017
- 河合祐司，大嶋悠司，笹本勇輝，長井志江，浅田稔，幼児の統語発達モデル：日本語，英語，中国語の言語構造を反映した統語範疇の獲得過程，認知科学， Vol. 22, No. 3, pp. 475-479, 2015.
- 幸田憲明，河合祐司，松井伸之，RBF出力関数を有するRCEニューロンモデルとその性能評価，計測自動制御学会論文誌， Vol. 45, No. 11, pp. 620-627, 2007.
解説・意見論文
書籍（分担執筆）
特許
- 特願2024-90870．河合祐司，森田尭，朴志勲，浅田稔．レザバー学習装置、信号生成装置、学習方法、および信号生成方法，大阪大学，出願日2024年6月4日．
- 特願2023-137969．河合祐司，熱田洋史，浅田稔．制御装置、学習装置、制御方法、および学習方法，大阪大学，出願日2023年8月28日．
- 特願2022-094624．河合祐司，朴志勲，浅田稔．学習装置、学習方法、信号生成装置、および信号生成方法，大阪大学，出願日2022年6月10日．