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Atsushi Uchida

Attention-Enhanced Reservoir Computing

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Dec 27, 2023
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Ultrafast single-channel machine vision based on neuro-inspired photonic computing

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Feb 15, 2023
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Parallel photonic accelerator for decision making using optical spatiotemporal chaos

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Oct 12, 2022
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Parallel bandit architecture based on laser chaos for reinforcement learning

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May 19, 2022
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Controlling chaotic itinerancy in laser dynamics for reinforcement learning

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May 12, 2022
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Photonic neural field on a silicon chip: large-scale, high-speed neuro-inspired computing and sensing

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May 22, 2021
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Adaptive model selection in photonic reservoir computing by reinforcement learning

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Apr 27, 2020
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Lotka-Volterra competition mechanism embedded in a decision-making method

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Jul 29, 2019
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Generative adversarial network based on chaotic time series

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May 24, 2019
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Scalable photonic reinforcement learning by time-division multiplexing of laser chaos

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Mar 26, 2018
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