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… Click to show full abstract
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.
Keywords:
based reservoir;
using upsampling;
soa based;
reservoir;
reservoir computing;
computing using
Journal Title: Optics letters
Year Published: 2024
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Journal Title: Optics letters
Year Published: 2024
Link to full text (if available)
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recommendations!