SOA-based reservoir computing using upsampling

doi:10.1364/OL.531160

SOA-based reservoir computing using upsampling

2024-10-07

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DOI：10.1364/OL.531160

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We introduce a new, to the best of our knowledge, approach to reservoir computing based on upsampling and modulation, utilizing a semiconductor optical amplifier (SOA) 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 (MG) time series test. (c) 2024 Optica Publishing Group. All rights, including for text and data mining (TDM), Artificial Intelligence (AI) training, and similar technologies, are reserved.

SOA-based reservoir computing using upsampling

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