Optoelectronic Reservoir Computing: Tackling Noise-induced Performance Degradation

Overview

Journal Opt Express

Specialties Biophysics
Ophthalmology

Date 2013 Feb 8

PMID 23388891

Citations 13

Authors

M C Soriano

S Ortin

D Brunner

L Larger

C R Mirasso

I Fischer

L Pesquera

Affiliations

Soon will be listed here.

Abstract

We present improved strategies to perform photonic information processing using an optoelectronic oscillator with delayed feedback. In particular, we study, via numerical simulations and experiments, the influence of a finite signal-to-noise ratio on the computing performance. We illustrate that the performance degradation induced by noise can be compensated for via multi-level pre-processing masks.

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