Kazutaka Kanno

15 papers Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Attention-Enhanced Reservoir Computing for Modeling Diverse Dynamical Systems. ICAIIC Felix Köster, Kazutaka Kanno, Atsushi Uchida
2025	J	`jnl`	Blending Optimal Control and Biologically Plausible Learning for Noise-Robust Physical Neural Networks. CoRR Satoshi Sunada, Tomoaki Niiyama, Kazutaka Kanno, Rin Nogami, André Röhm, Takato Awano, Atsushi Uchida
2023	J	`jnl`	Attention-Enhanced Reservoir Computing. CoRR Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida
2022	J	`jnl`	Controlling chaotic itinerancy in laser dynamics for reinforcement learning. CoRR Ryugo Iwami, Takatomo Mihana, Kazutaka Kanno, Satoshi Sunada, Makoto Naruse, Atsushi Uchida
2022	J	`jnl`	Parallel bandit architecture based on laser chaos for reinforcement learning. CoRR Takashi Urushibara, Nicolas Chauvet, Satoshi Kochi, Satoshi Sunada, Kazutaka Kanno, Atsushi Uchida, Ryoichi Horisaki, Makoto Naruse
2022	J	`jnl`	Parallel photonic accelerator for decision making using optical spatiotemporal chaos. CoRR Kensei Morijiri, Kento Takehana, Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
2022	—	`conf`	Photonic Decision Making by Chaotic Mode Dynamics in Multi-mode Semiconductor Laser with Optical Feedback. OECC/PSC Ryugo Iwami, Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
2022	—	`conf`	Photonic Decision Making for Solving Bandit Problem Using Laser Network. OECC/PSC Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
2022	J	`jnl`	Photonic reinforcement learning based on optoelectronic reservoir computing. CoRR Kazutaka Kanno, Atsushi Uchida
2022	J	`jnl`	Universal Single-Mode Lasing in Fully Chaotic Billiard Lasers. Entropy Mengyu You, Daisuke Sakakibara, Kota Makino, Yonosuke Morishita, Kazutoshi Matsumura, Yuta Kawashima, Manao Yoshikawa, Mahiro Tonosaki, Kazutaka Kanno, Atsushi Uchida, Satoshi Sunada, Susumu Shinohara, Takahisa Harayama
2021	—	`ch.`	Performance Improvement of Delay-Based Photonic Reservoir Computing. Reservoir Computing Kazutaka Kanno, Atsushi Uchida
2021	J	`jnl`	Using multidimensional speckle dynamics for high-speed, large-scale, parallel photonic computing. CoRR Satoshi Sunada, Kazutaka Kanno, Atsushi Uchida
2020	J	`jnl`	Adaptive model selection in photonic reservoir computing by reinforcement learning. CoRR Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
2019	J	`jnl`	Dynamic channel selection in wireless communications via a multi-armed bandit algorithm using laser chaos time series. CoRR Shungo Takeuchi, Mikio Hasegawa, Kazutaka Kanno, Atsushi Uchida, Nicolas Chauvet, Makoto Naruse
2019	J	`jnl`	Generative adversarial network based on chaotic time series. CoRR Makoto Naruse, Takashi Matsubara, Nicolas Chauvet, Kazutaka Kanno, Tianyu Yang, Atsushi Uchida