Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

High-speed all-optical pattern recognition of dispersive Fourier images through a photonic reservoir computing subsystem

Not Accessible

Your library or personal account may give you access

Abstract

In this Letter, we present and fully model a photonic scheme that allows the high-speed identification of images acquired through the dispersive Fourier technique. The proposed setup consists of a photonic reservoir-computing scheme that is based on the nonlinear response of randomly interconnected InGaAsP microring resonators. This approach allowed classification errors of 0.6%, whereas it alleviates the need for complex high-cost optoelectronic sampling and digital processing.

© 2015 Optical Society of America

Full Article  |  PDF Article
More Like This
Micro ring resonators as building blocks for an all-optical high-speed reservoir-computing bit-pattern-recognition system

Charis Mesaritakis, Vassilis Papataxiarhis, and Dimitris Syvridis
J. Opt. Soc. Am. B 30(11) 3048-3055 (2013)

Reservoir computing based on transverse modes in a single optical waveguide

Charis Mesaritakis and Dimitris Syvridis
Opt. Lett. 44(5) 1218-1221 (2019)

High-speed photonic reservoir computer based on a delayed Fano laser under electrical modulation

Yu Huang, Pei Zhou, Yigong Yang, and Nianqiang Li
Opt. Lett. 46(24) 6035-6038 (2021)

Cited By

You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Figures (4)

You do not have subscription access to this journal. Figure files are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved