Kazutaka Kanno

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Gallium Arsenide

Reinforcement Learning

Decision Making

Top Venues

Publications

Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida
Attention-Enhanced Reservoir Computing. CoRR (2023)
Kensei Morijiri, Kento Takehana, Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
Parallel photonic accelerator for decision making using optical spatiotemporal chaos. CoRR (2022)
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
Universal Single-Mode Lasing in Fully Chaotic Billiard Lasers. Entropy 24 (11) (2022)
Ryugo Iwami, Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
Photonic Decision Making by Chaotic Mode Dynamics in Multi-mode Semiconductor Laser with Optical Feedback. OECC/PSC (2022)
Takashi Urushibara, Nicolas Chauvet, Satoshi Kochi, Satoshi Sunada, Kazutaka Kanno, Atsushi Uchida, Ryoichi Horisaki, Makoto Naruse
Parallel bandit architecture based on laser chaos for reinforcement learning. CoRR (2022)
Kazutaka Kanno, Atsushi Uchida
Photonic reinforcement learning based on optoelectronic reservoir computing. CoRR (2022)
Ryugo Iwami, Takatomo Mihana, Kazutaka Kanno, Satoshi Sunada, Makoto Naruse, Atsushi Uchida
Controlling chaotic itinerancy in laser dynamics for reinforcement learning. CoRR (2022)
Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
Photonic Decision Making for Solving Bandit Problem Using Laser Network. OECC/PSC (2022)
Satoshi Sunada, Kazutaka Kanno, Atsushi Uchida
Using multidimensional speckle dynamics for high-speed, large-scale, parallel photonic computing. CoRR (2021)
Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
Adaptive model selection in photonic reservoir computing by reinforcement learning. CoRR (2020)
Shungo Takeuchi, Mikio Hasegawa, Kazutaka Kanno, Atsushi Uchida, Nicolas Chauvet, Makoto Naruse
Dynamic channel selection in wireless communications via a multi-armed bandit algorithm using laser chaos time series. CoRR (2019)
Makoto Naruse, Takashi Matsubara, Nicolas Chauvet, Kazutaka Kanno, Tianyu Yang, Atsushi Uchida
Generative adversarial network based on chaotic time series. CoRR (2019)