Atsushi Uchida

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 7

Top Topics

Machine Learning

Decision Making

Convolutional Neural Network

Top Venues

Scientific reports

Science advances

This page only lists publications with an associated author ORCID identifier.

Publications

Ryugo Iwami, Takatomo Mihana, Kazutaka Kanno, Satoshi Sunada, Makoto Naruse, Atsushi Uchida
Controlling chaotic itinerancy in laser dynamics for reinforcement learning. Science advances 8 (49) (2022)
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. Scientific reports 10 (1) (2020)
Kazutaka Kanno, Makoto Naruse, Atsushi Uchida
Adaptive model selection in photonic reservoir computing by reinforcement learning. Scientific reports 10 (1) (2020)
Makoto Naruse, Takashi Matsubara, Nicolas Chauvet, Kazutaka Kanno, Tianyu Yang, Atsushi Uchida
Generative adversarial network based on chaotic time series. Scientific reports 9 (1) (2019)
Ryutaro Homma, Satoshi Kochi, Tomoaki Niiyama, Takatomo Mihana, Yusuke Mitsui, Kazutaka Kanno, Atsushi Uchida, Makoto Naruse, Satoshi Sunada
On-chip photonic decision maker using spontaneous mode switching in a ring laser. Scientific reports 9 (1) (2019)
Makoto Naruse, Takatomo Mihana, Hirokazu Hori, Hayato Saigo, Kazuya Okamura, Mikio Hasegawa, Atsushi Uchida
Scalable photonic reinforcement learning by time-division multiplexing of laser chaos. Scientific reports 8 (1) (2018)
Tomohiro Ito, Hayato Koizumi, Nobumitsu Suzuki, Izumi Kakesu, Kento Iwakawa, Atsushi Uchida, Takeshi Koshiba, Jun Muramatsu, Kazuyuki Yoshimura, Masanobu Inubushi, Peter Davis
Physical implementation of oblivious transfer using optical correlated randomness. Scientific reports 7 (1) (2017)