Physics > Applied Physics
[Submitted on 2 Jul 2024
]
Title: SOA-based reservoir computing using up-sampling
Title: 基于SOA的上采样水库计算
Abstract: We introduce a new approach to reservoir computing based on up-sampling and modulation, utilizing semiconductor optical amplifier and photodetector as nonlinear elements without conventionally used delay loop. We demonstrated the 400-step prediction capability of the proposed scheme for the Mackey-Glass time series test.
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