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ORCIDAtsushi Uchida
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2020 – today
- 2023
[c5]Atsushi Uchida:
Artificial Intelligence Using Complex Photonics: Decision Making and Reservoir Computing. OFC 2023: 1-3- [i16]Tomoya Yamaguchi, Kohei Arai, Tomoaki Niiyama, Atsushi Uchida, Satoshi Sunada:
Ultrafast single-channel machine vision based on neuro-inspired photonic computing. CoRR abs/2302.07875 (2023) - [i15]Jonathan Cuevas, Ryugo Iwami, Atsushi Uchida, Kaoru Minoshima
, Naoya Kuse:
Solving multi-armed bandit problems using a chaotic microresonator comb. CoRR abs/2308.10590 (2023) - [i14]Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida:
Attention-Enhanced Reservoir Computing. CoRR abs/2312.16503 (2023) - 2022
- [j7]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): 1648 (2022) - [c4]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: 1-3 - [c3]Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida:
Photonic Decision Making for Solving Bandit Problem Using Laser Network. OECC/PSC 2022: 1-3 - [c2]Makoto Naruse, Atsushi Uchida, Kazuharu Uchiyama, Kouichi Akahane:
Photonic Approach to Reinforcement Learning. OECC/PSC 2022: 1-2 - [i13]Kazutaka Kanno, Atsushi Uchida:
Photonic reinforcement learning based on optoelectronic reservoir computing. CoRR abs/2202.12896 (2022) - [i12]Ryugo Iwami, Takatomo Mihana, Kazutaka Kanno, Satoshi Sunada, Makoto Naruse, Atsushi Uchida:
Controlling chaotic itinerancy in laser dynamics for reinforcement learning. CoRR abs/2205.05987 (2022) - [i11]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 abs/2205.09543 (2022) - [i10]Kensei Morijiri, Kento Takehana, Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida:
Parallel photonic accelerator for decision making using optical spatiotemporal chaos. CoRR abs/2210.06976 (2022) - 2021
- [p1]Kazutaka Kanno, Atsushi Uchida:
Performance Improvement of Delay-Based Photonic Reservoir Computing. Reservoir Computing 2021: 377-396 - [i9]Satoshi Sunada, Kazutaka Kanno, Atsushi Uchida:
Using multidimensional speckle dynamics for high-speed, large-scale, parallel photonic computing. CoRR abs/2104.00311 (2021) - [i8]Satoshi Sunada, Atsushi Uchida:
Photonic neural field on a silicon chip: large-scale, high-speed neuro-inspired computing and sensing. CoRR abs/2105.10672 (2021) - 2020
- [i7]Kazutaka Kanno, Makoto Naruse, Atsushi Uchida:
Adaptive model selection in photonic reservoir computing by reinforcement learning. CoRR abs/2004.12575 (2020)
2010 – 2019
- 2019
- [i6]Makoto Naruse, Takashi Matsubara, Nicolas Chauvet, Kazutaka Kanno, Tianyu Yang, Atsushi Uchida:
Generative adversarial network based on chaotic time series. CoRR abs/1905.10163 (2019) - [i5]Satoshi Sunada, Atsushi Uchida:
Photonic reservoir computing based on nonlinear wave dynamics at a microscale. CoRR abs/1907.12396 (2019) - [i4]Tomoaki Niiyama, Genki Furuhata, Atsushi Uchida, Makoto Naruse, Satoshi Sunada:
Lotka-Volterra competition mechanism embedded in a decision-making method. CoRR abs/1907.12399 (2019) - [i3]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 abs/1909.03629 (2019) - 2018
- [j6]Takatomo Mihana, Yuta Terashima, Makoto Naruse, Song-Ju Kim, Atsushi Uchida:
Memory Effect on Adaptive Decision Making with a Chaotic Semiconductor Laser. Complex. 2018: 4318127:1-4318127:8 (2018) - [i2]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 abs/1803.09425 (2018) - 2017
- [i1]Makoto Naruse, Yuta Terashima, Atsushi Uchida, Song-Ju Kim:
Ultrafast photonic reinforcement learning based on laser chaos. CoRR abs/1704.04379 (2017) - 2015
- [j5]Jun Muramatsu, Kazuyuki Yoshimura, Peter Davis, Atsushi Uchida, Takahisa Harayama:
Secret-Key Distribution Based on Bounded Observability. Proc. IEEE 103(10): 1762-1780 (2015) - 2013
- [j4]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): 1778-1782 (2013) - 2012
- [c1]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: 6581-6584
2000 – 2009
- 2003
- [j3]Atsushi Uchida, T. Sato, S. Yoshimori, F. Kannari:
Transient Characteristics between Periodic attractors stabilized by Chaos Control in a semiconductor Laser. Int. J. Bifurc. Chaos 13(5): 1309-1317 (2003) - 2002
- [j2]Atsushi Uchida, Shigeru Yoshimori:
Chaotic Oscillations in Microchip Lasers with Frequency-Modulated Feedback Light. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 85-A(9): 2009-2014 (2002) - [j1]Atsushi Uchida, Koji Takahashi, Makito Kawano, Shigeru Yoshimori:
Synchronization of Chaos in One-Way Coupled Colpitts Oscillators. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 85-A(9): 2072-2077 (2002)
Coauthor Index
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