Kazutaka Kanno

According to our database, Kazutaka Kanno authored at least 13 papers between 2019 and 2023.

Collaborative distances:

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

2023

Attention-Enhanced Reservoir Computing.

Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida

CoRR, 2023

2022

Universal Single-Mode Lasing in Fully Chaotic Billiard Lasers.

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

Entropy, November, 2022

Parallel photonic accelerator for decision making using optical spatiotemporal chaos.

Kensei Morijiri, Kento Takehana, Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida

CoRR, 2022

Parallel bandit architecture based on laser chaos for reinforcement learning.

Takashi Urushibara, Nicolas Chauvet, Satoshi Kochi, Satoshi Sunada, Kazutaka Kanno, Atsushi Uchida, Ryoichi Horisaki, Makoto Naruse

CoRR, 2022

Controlling chaotic itinerancy in laser dynamics for reinforcement learning.

Ryugo Iwami, Takatomo Mihana, Kazutaka Kanno, Satoshi Sunada, Makoto Naruse, Atsushi Uchida

CoRR, 2022

Photonic reinforcement learning based on optoelectronic reservoir computing.

Kazutaka Kanno, Atsushi Uchida

CoRR, 2022

Photonic Decision Making for Solving Bandit Problem Using Laser Network.

Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Photonic Decision Making by Chaotic Mode Dynamics in Multi-mode Semiconductor Laser with Optical Feedback.

Ryugo Iwami, Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

2021

Performance Improvement of Delay-Based Photonic Reservoir Computing.

Kazutaka Kanno, Atsushi Uchida

Proceedings of the Reservoir Computing, 2021

Using multidimensional speckle dynamics for high-speed, large-scale, parallel photonic computing.

Satoshi Sunada, Kazutaka Kanno, Atsushi Uchida

CoRR, 2021

2020

Adaptive model selection in photonic reservoir computing by reinforcement learning.

Kazutaka Kanno, Makoto Naruse, Atsushi Uchida

CoRR, 2020

2019

Dynamic channel selection in wireless communications via a multi-armed bandit algorithm using laser chaos time series.

Shungo Takeuchi, Mikio Hasegawa, Kazutaka Kanno, Atsushi Uchida, Nicolas Chauvet, Makoto Naruse

CoRR, 2019

Generative adversarial network based on chaotic time series.

Makoto Naruse, Takashi Matsubara, Nicolas Chauvet, Kazutaka Kanno, Tianyu Yang, Atsushi Uchida

CoRR, 2019