Handwritten Digits Recognition Based on a Parallel Optoelectronic Time-Delay Reservoir Computing System

In this work, the performance of an optoelectronic time-delay reservoir computing system for performing a handwritten digit recognition task is numerically investigated, and a scheme to improve the recognition speed using multiple parallel reservoirs is proposed. By comparing four image injection me...

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Bibliographic Details
Main Authors: Dianzuo Yue, Yushuang Hou, Chunxia Hu, Cunru Zang, Yingzhe Kou
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Photonics
Subjects:
Online Access:https://www.mdpi.com/2304-6732/10/3/236