Atsushi Uchida

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 23

Top Topics

Function Approximation

Reinforcement Learning

Bandit Problems

Top Venues

Publications

Tomoya Yamaguchi, Kohei Arai, Tomoaki Niiyama, Atsushi Uchida, Satoshi Sunada
Ultrafast single-channel machine vision based on neuro-inspired photonic computing. CoRR (2023)
Atsushi Uchida
Artificial Intelligence Using Complex Photonics: Decision Making and Reservoir Computing. OFC (2023)
Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida
Attention-Enhanced Reservoir Computing. CoRR (2023)
Jonathan Cuevas, Ryugo Iwami, Atsushi Uchida, Kaoru Minoshima, Naoya Kuse
Solving multi-armed bandit problems using a chaotic microresonator comb. 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)
Makoto Naruse, Atsushi Uchida, Kazuharu Uchiyama, Kouichi Akahane
Photonic Approach to Reinforcement Learning. OECC/PSC (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, Atsushi Uchida
Photonic neural field on a silicon chip: large-scale, high-speed neuro-inspired computing and sensing. CoRR (2021)
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)
Satoshi Sunada, Atsushi Uchida
Photonic reservoir computing based on nonlinear wave dynamics at a microscale. CoRR (2019)
Tomoaki Niiyama, Genki Furuhata, Atsushi Uchida, Makoto Naruse, Satoshi Sunada
Lotka-Volterra competition mechanism embedded in a decision-making method. CoRR (2019)
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)
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. CoRR (2018)
Takatomo Mihana, Yuta Terashima, Makoto Naruse, Song-Ju Kim, Atsushi Uchida
Memory Effect on Adaptive Decision Making with a Chaotic Semiconductor Laser. Complex. 2018 (2018)
Makoto Naruse, Yuta Terashima, Atsushi Uchida, Song-Ju Kim
Ultrafast photonic reinforcement learning based on laser chaos. CoRR (2017)
Jun Muramatsu, Kazuyuki Yoshimura, Peter Davis, Atsushi Uchida, Takahisa Harayama
Secret-Key Distribution Based on Bounded Observability. Proc. IEEE 103 (10) (2015)
Masayuki Yoshimura, Atsushi Uchida, Satoshi Matsumoto
Design issues of a thin-film p-channel SOI power MOSFET for high-temperature applications. Microelectron. Reliab. 53 (9-11) (2013)
Taichi Takayama, Atsushi Uchida, Hozuma Sekine, Kotaro Fukuhara, Keigo Yoshida, Osamu Kashimura, Sidik Muljono, Arief Darmawan, Muhammad Evri, Muhamad Sadly
Validation of BiPLS for improving yield estimation of rice paddy from hyperspectral data in West Java, Indonesia. IGARSS (2012)
Atsushi Uchida, Koji Takahashi, Makito Kawano, Shigeru Yoshimori
Synchronization of Chaos in One-Way Coupled Colpitts Oscillators. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (9) (2002)
Atsushi Uchida, Shigeru Yoshimori
Chaotic Oscillations in Microchip Lasers with Frequency-Modulated Feedback Light. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (9) (2002)