Asynchronous Time-Delay Reservoir Computing Based on Laser Dynamics

Jia-Yan Tang,Bao-De Lin,Jingyi Yu,Xuming He,Cheng Wang

2022 IEEE Photonics Conference (IPC)（2022）

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摘要

We demonstrate a time-delay reservoir computing network based on laser dynamics, where the delay time is asynchronous with the clock period of the input signal. The performance of this asynchronous network is proved to be more competitive than those of common synchronous networks.

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关键词

neural network,optical computing,reservoir computing,laser dynamics

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