Reservoir Computing Based on Semiconductor Lasers Using Parallel Double Optical Feedback Structure

摘要

A structure of parallel double optical feedback for semiconductor lasers-based reservoir computing is proposed to reduce the masked input data, speed up the data processing and lower the memory length requirement for the arbitrary waveform generator. The simulation results of three benchmark tasks and memory capacity verify the improvement effects. © 2020 The Author(s)