Articles in Journals
- 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, Neurocomputing, in press.
- 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.
- Yuji Kawai, Yuji Oshima, and Minoru Asada, Errors in children’s speech originating from undifferentiated grammatical categories: A model for overproduction of an English past-tense morpheme and a Japanese case particle, Cognitive Studies, Vol. 24, No. 1, pp. 52-66, 2017.
- Yuji Kawai, Yuji Oshima, Yuki Sasamoto, Yukie Nagai, and Minoru Asada, A model for syntactic development of children: Acquisition processes of syntactic categories reflecting structure of Japanese, English, and Chinese languages, Cognitive Studies, Vol. 22, No. 3, pp. 475-479, 2015.
- Noriaki Kouda, Yuji Kawai, and Nobuyuki Matsui, RCE neural network with a RBF output function and its performance, Transactions of the Society of Instrument and Control Engineers, Vol. 45, No. 11, pp. 620-627, 2007.