Attojoule Modulators for Photonic Neuromorphic Computing

Rubab Amin; Jonathan George; Jacob Khurgin; Tarek El-Ghazawi; Paul Richard Prucnal; Volker J. Sorger

Attojoule Modulators for Photonic Neuromorphic Computing

Rubab Amin, Jonathan George, Jacob Khurgin, Tarek El-Ghazawi, Paul Richard Prucnal, Volker J. Sorger

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We show how the nonlinear transfer function of electrooptic modulators enables vector matrix multiplications of photonic neural networks. Here the modulators energy-per-bit function and signal-to-noise ratio are critical factors impacting system performance.

Original language	English (US)
Title of host publication	2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Print)	9781943580422
State	Published - Aug 6 2018
Event	2018 Conference on Lasers and Electro-Optics, CLEO 2018 - San Jose, United States Duration: May 13 2018 → May 18 2018

Other

Other	2018 Conference on Lasers and Electro-Optics, CLEO 2018
Country/Territory	United States
City	San Jose
Period	5/13/18 → 5/18/18

All Science Journal Classification (ASJC) codes

Instrumentation
Atomic and Molecular Physics, and Optics

Cite this

@inproceedings{9509031f136d496981419cbb01f8463c,

title = "Attojoule Modulators for Photonic Neuromorphic Computing",

abstract = "We show how the nonlinear transfer function of electrooptic modulators enables vector matrix multiplications of photonic neural networks. Here the modulators energy-per-bit function and signal-to-noise ratio are critical factors impacting system performance.",

author = "Rubab Amin and Jonathan George and Jacob Khurgin and Tarek El-Ghazawi and Prucnal, {Paul Richard} and Sorger, {Volker J.}",

year = "2018",

month = aug,

day = "6",

language = "English (US)",

isbn = "9781943580422",

booktitle = "2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "2018 Conference on Lasers and Electro-Optics, CLEO 2018 ; Conference date: 13-05-2018 Through 18-05-2018",

}

TY - GEN

T1 - Attojoule Modulators for Photonic Neuromorphic Computing

AU - Amin, Rubab

AU - George, Jonathan

AU - Khurgin, Jacob

AU - El-Ghazawi, Tarek

AU - Prucnal, Paul Richard

AU - Sorger, Volker J.

PY - 2018/8/6

Y1 - 2018/8/6

N2 - We show how the nonlinear transfer function of electrooptic modulators enables vector matrix multiplications of photonic neural networks. Here the modulators energy-per-bit function and signal-to-noise ratio are critical factors impacting system performance.

AB - We show how the nonlinear transfer function of electrooptic modulators enables vector matrix multiplications of photonic neural networks. Here the modulators energy-per-bit function and signal-to-noise ratio are critical factors impacting system performance.

UR - http://www.scopus.com/inward/record.url?scp=85052602718&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85052602718&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85052602718

SN - 9781943580422

BT - 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 Conference on Lasers and Electro-Optics, CLEO 2018

Y2 - 13 May 2018 through 18 May 2018

ER -

Attojoule Modulators for Photonic Neuromorphic Computing

Abstract

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All Science Journal Classification (ASJC) codes

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