Photonics for Neuromorphic Computing

Paul R. Prucnal; Alexander N. Tait; Mitchell A. Nahmias; Thomas Ferreira De Lima; Hsuan Tung Peng; Bhavin J. Shastri

doi:10.1109/ECOC.2018.8535535

Photonics for Neuromorphic Computing

Paul R. Prucnal, Alexander N. Tait, Mitchell A. Nahmias, Thomas Ferreira De Lima, Hsuan Tung Peng, Bhavin J. Shastri

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

Abstract

An emerging field at the nexus of photonics/neuroscience, neuromorphic photonics combines the advantages of optics/electronics. In this tutorial, we will look at challenges of photonic information processing, describe photonic neural-network approaches, and offer a glimpse at this field's future.

Original language	English (US)
Title of host publication	2018 European Conference on Optical Communication, ECOC 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538648629
DOIs	https://doi.org/10.1109/ECOC.2018.8535535
State	Published - Nov 14 2018
Event	2018 European Conference on Optical Communication, ECOC 2018 - Rome, Italy Duration: Sep 23 2018 → Sep 27 2018

Publication series

Name	European Conference on Optical Communication, ECOC
Volume	2018-September

Conference

Conference	2018 European Conference on Optical Communication, ECOC 2018
Country	Italy
City	Rome
Period	9/23/18 → 9/27/18

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials

Access to Document

10.1109/ECOC.2018.8535535

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Prucnal, P. R., Tait, A. N., Nahmias, M. A., De Lima, T. F., Peng, H. T., & Shastri, B. J. (2018). Photonics for Neuromorphic Computing. In 2018 European Conference on Optical Communication, ECOC 2018 [8535535] (European Conference on Optical Communication, ECOC; Vol. 2018-September). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ECOC.2018.8535535

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title = "Photonics for Neuromorphic Computing",

abstract = "An emerging field at the nexus of photonics/neuroscience, neuromorphic photonics combines the advantages of optics/electronics. In this tutorial, we will look at challenges of photonic information processing, describe photonic neural-network approaches, and offer a glimpse at this field's future.",

author = "Prucnal, {Paul R.} and Tait, {Alexander N.} and Nahmias, {Mitchell A.} and {De Lima}, {Thomas Ferreira} and Peng, {Hsuan Tung} and Shastri, {Bhavin J.}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE. Copyright: Copyright 2019 Elsevier B.V., All rights reserved.; 2018 European Conference on Optical Communication, ECOC 2018 ; Conference date: 23-09-2018 Through 27-09-2018",

year = "2018",

month = nov,

day = "14",

doi = "10.1109/ECOC.2018.8535535",

language = "English (US)",

series = "European Conference on Optical Communication, ECOC",

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

booktitle = "2018 European Conference on Optical Communication, ECOC 2018",

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}

Prucnal, PR, Tait, AN, Nahmias, MA, De Lima, TF, Peng, HT & Shastri, BJ 2018, Photonics for Neuromorphic Computing. in 2018 European Conference on Optical Communication, ECOC 2018., 8535535, European Conference on Optical Communication, ECOC, vol. 2018-September, Institute of Electrical and Electronics Engineers Inc., 2018 European Conference on Optical Communication, ECOC 2018, Rome, Italy, 9/23/18. https://doi.org/10.1109/ECOC.2018.8535535

Photonics for Neuromorphic Computing. / Prucnal, Paul R.; Tait, Alexander N.; Nahmias, Mitchell A.; De Lima, Thomas Ferreira; Peng, Hsuan Tung; Shastri, Bhavin J.

2018 European Conference on Optical Communication, ECOC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8535535 (European Conference on Optical Communication, ECOC; Vol. 2018-September).

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

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AB - An emerging field at the nexus of photonics/neuroscience, neuromorphic photonics combines the advantages of optics/electronics. In this tutorial, we will look at challenges of photonic information processing, describe photonic neural-network approaches, and offer a glimpse at this field's future.

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ER -

Photonics for Neuromorphic Computing

Abstract

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All Science Journal Classification (ASJC) codes

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