Yuji Kawai

According to our database, Yuji Kawai authored at least 31 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Oscillations enhance time-series prediction in reservoir computing with feedback.

Yuji Kawai, Takashi Morita, Jihoon Park, Minoru Asada

CoRR, 2024

Adaptive robot control using modular reservoir computing to minimize multimodal errors.

Yuji Kawai, Hiroshi Atsuta, Minoru Asada

Proceedings of the International Joint Conference on Neural Networks, 2024

Enhancement of the Robustness of Redundant Robot Arms Against Perturbations by Inferring Dynamical Systems Using Echo State Networks.

Hiroshi Atsuta, Yuji Kawai, Minoru Asada

Proceedings of the International Joint Conference on Neural Networks, 2024

Oscillation-Driven Reservoir Computing for Long-Term Replication of Chaotic Time Series.

Yuji Kawai, Takashi Morita, Jihoon Park, Minoru Asada

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

Spatiotemporal motor learning with reward-modulated Hebbian plasticity in modular reservoir computing.

Yuji Kawai, Minoru Asada

Neurocomputing, November, 2023

Spike timing-dependent plasticity under imbalanced excitation and inhibition reduces the complexity of neural activity.

Jihoon Park, Yuji Kawai, Minoru Asada

Frontiers Comput. Neurosci., February, 2023

Learning long-term motor timing/patterns on an orthogonal basis in random neural networks.

Yuji Kawai, Jihoon Park, Ichiro Tsuda, Minoru Asada

Neural Networks, 2023

2022

Self-organization of a Dynamical Orthogonal Basis Acquiring Large Memory Capacity in Modular Reservoir Computing.

Yuji Kawai, Jihoon Park, Ichiro Tsuda, Minoru Asada

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

Special issue on Ethics, law, and psychology towards responsible robotics for the society.

Yuji Kawai, Fabio Fossa, Tatsuhiko Inatani

Adv. Robotics, 2021

2020

A Computational Model for Child Inferences of Word Meanings via Syntactic Categories for Different Ages and Languages.

Yuji Kawai, Yuji Oshima, Yuki Sasamoto, Yukie Nagai, Minoru Asada

IEEE Trans. Cogn. Dev. Syst., 2020

2019

A small-world topology enhances the echo state property and signal propagation in reservoir computing.

Yuji Kawai, Jihoon Park, Minoru Asada

Neural Networks, 2019

Macroscopic Cluster Organizations Change the Complexity of Neural Activity.

Jihoon Park, Koki Ichinose, Yuji Kawai, Junichi Suzuki, Minoru Asada, Hiroki Mori

Entropy, 2019

Mind perception and causal attribution for failure in a game with a robot.

Tomohito Miyake, Yuji Kawai, Jihoon Park, Jiro Shimaya, Hideyuki Takahashi, Minoru Asada

Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019

Maximization of Transfer Entropy leads to Evolution of Functional Differentiation of Swarms.

Hiromitsu Suganuma, Yuji Kawai, Jihoon Park, Minoru Asada

Proceedings of the 2019 Conference on Artificial Life, 2019

2018

Prediction Error in the PMd As a Criterion for Biological Motion Discrimination: A Computational Account.

Yuji Kawai, Yukie Nagai, Minoru Asada

IEEE Trans. Cogn. Dev. Syst., 2018

Compensated Integrated Gradients to Reliably Interpret EEG Classification.

Kazuki Tachikawa, Yuji Kawai, Jihoon Park, Minoru Asada

CoRR, 2018

An Exploration of the Principle of Emerging Interactions in Spatiotemporal Diversity.

Ichiro Tsuda, Minoru Asada, Yuji Kawai, Mitsuru Kikuchi, Ikki Matsuda

Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

Efficient Reward-Based Learning through Body Representation in a Spiking Neural Network.

Yuji Kawai, Tomohiro Takimoto, Jihoon Park, Minoru Asada

Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018

Effectively Interpreting Electroencephalogram Classification Using the Shapley Sampling Value to Prune a Feature Tree.

Kazuki Tachikawa, Yuji Kawai, Jihoon Park, Minoru Asada

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Self-organization based on auditory feedback promotes acquisition of babbling.

Tomohiro Takimoto, Yuji Kawai, Jihoon Park, Minoru Asada

Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

Echo in a small-world reservoir: Time-series prediction using an economical recurrent neural network.

Yuji Kawai, Tatsuya Tokuno, Jihoon Park, Minoru Asada

Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

Local over-connectivity reduces the complexity of neural activity: Toward a constructive understanding of brain networks in patients with autism spectrum disorder.

Koki Ichinose, Jihoon Park, Yuji Kawai, Junichi Suzuki, Minoru Asada, Hiroki Mori

Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

2014

Computational model for syntactic development: Identifying how children learn to generalize nouns and verbs for different languages.

Yuji Kawai, Yuji Oshima, Yuki Sasamoto, Yukie Nagai, Minoru Asada

Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

A model for biological motion detection based on motor prediction in the dorsal premotor area.

Yuji Kawai, Minoru Asada, Yukie Nagai

Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

2012

Throwing Skill Optimization through Synchronization and Desynchronization of Degree of Freedom.

Yuji Kawai, Jihoon Park, Takato Horii, Yuji Oshima, Kazuaki Tanaka, Hiroki Mori, Yukie Nagai, Takashi Takuma, Minoru Asada

Proceedings of the RoboCup 2012: Robot Soccer World Cup XVI [papers from the 16th Annual RoboCup International Symposium, 2012

Perceptual development triggered by its self-organization in cognitive learning.

Yuji Kawai, Yukie Nagai, Minoru Asada

Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

The role of temporal variance in motions for the emergence of mirror neurons systems.

Jimmy Baraglia, Yukie Nagai, Yuji Kawai, Minoru Asada

Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012

2011

Emergence of mirror neuron system: Immature vision leads to self-other correspondence.

Yukie Nagai, Yuji Kawai, Minoru Asada

Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011

2009

Face Image Annotation in Impressive Words by Integrating Latent Semantic Spaces and Rules.

Hideaki Ito, Yuji Kawai, Hiroyasu Koshimizu

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

2008

Face Image Annotation Based on Latent Semantic Space and Rules.

Hideaki Ito, Yuji Kawai, Hiroyasu Koshimizu

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Bifurcation between Superstable Periodic Orbits and Chaos in a Simple Spiking Circuit.

Yuji Kawai, Toshimichi Saito

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008