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ORCIDKazutaka Kanno
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2020 – today
- 2023
[i9]Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida:
Attention-Enhanced Reservoir Computing. CoRR abs/2312.16503 (2023)- 2022
- [j1]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) - [c2]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 - [c1]Takatomo Mihana, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida:
Photonic Decision Making for Solving Bandit Problem Using Laser Network. OECC/PSC 2022: 1-3 - [i8]Kazutaka Kanno, Atsushi Uchida:
Photonic reinforcement learning based on optoelectronic reservoir computing. CoRR abs/2202.12896 (2022) - [i7]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) - [i6]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) - [i5]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 - [i4]Satoshi Sunada, Kazutaka Kanno, Atsushi Uchida:
Using multidimensional speckle dynamics for high-speed, large-scale, parallel photonic computing. CoRR abs/2104.00311 (2021) - 2020
- [i3]Kazutaka Kanno, Makoto Naruse, Atsushi Uchida:
Adaptive model selection in photonic reservoir computing by reinforcement learning. CoRR abs/2004.12575 (2020)
2010 – 2019
- 2019
- [i2]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) - [i1]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)
Coauthor Index
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