Efficient reservoir computing using FPGA and electro-optic modulation

Prajnesh Kumar, Mingwei Jin, Ting Bu, Santosh Kumar, Yu Ping Huang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

We experimentally demonstrate a reservoir computing system consisting of an electro-optic modulator and FPGA electronics. On the NARMA10 benchmark test, the normalized root mean square error can achieve as low as 0.134.

Original languageEnglish
Title of host publicationFrontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020
ISBN (Electronic)9781943580804
DOIs
StatePublished - 14 Sep 2020
Event2020 Frontiers in Optics Conference, FiO 2020 - Washington, United States
Duration: 14 Sep 202017 Sep 2020

Publication series

NameOptics InfoBase Conference Papers
ISSN (Electronic)2162-2701

Conference

Conference2020 Frontiers in Optics Conference, FiO 2020
Country/TerritoryUnited States
CityWashington
Period14/09/2017/09/20

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