Neuromorphic Photonics for Intelligent Signal Processing

Chaoran Huang; Thomas Ferreira De Lima; Alexander N. Tait; Bicky A. Marquez; Bhavin J. Shastri; Paul R. Prucnal

doi:10.1109/IPC48725.2021.9593042

Neuromorphic Photonics for Intelligent Signal Processing

Chaoran Huang, Thomas Ferreira De Lima, Alexander N. Tait, Bicky A. Marquez, Bhavin J. Shastri, Paul R. Prucnal

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

1 Scopus citations

Abstract

Neuromorphic photonic processors create a radically new hardware platform for intelligent signal processing by offering sub-nanosecond latency and high bandwidth with low energy. Here, we discuss the current development of neuromorphic photonics and its applications in real-time processing of multichannel, ultrafast signals.

Original language	English (US)
Title of host publication	2021 IEEE Photonics Conference, IPC 2021 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665416016
DOIs	https://doi.org/10.1109/IPC48725.2021.9593042
State	Published - 2021
Event	2021 IEEE Photonics Conference, IPC 2021 - Virtual, Online, Canada Duration: Oct 18 2021 → Oct 21 2021

Publication series

Name	2021 IEEE Photonics Conference, IPC 2021 - Proceedings

Conference

Conference	2021 IEEE Photonics Conference, IPC 2021
Country/Territory	Canada
City	Virtual, Online
Period	10/18/21 → 10/21/21

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Instrumentation
Atomic and Molecular Physics, and Optics
Artificial Intelligence
Computer Networks and Communications

Keywords

machine learning
neuromorphic computing
signal processing
silicon photonics

Access to Document

10.1109/IPC48725.2021.9593042

Cite this

Huang, C., De Lima, T. F., Tait, A. N., Marquez, B. A., Shastri, B. J., & Prucnal, P. R. (2021). Neuromorphic Photonics for Intelligent Signal Processing. In 2021 IEEE Photonics Conference, IPC 2021 - Proceedings (2021 IEEE Photonics Conference, IPC 2021 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IPC48725.2021.9593042

@inproceedings{5478eea3574a417dbf923f9c45211ebc,

title = "Neuromorphic Photonics for Intelligent Signal Processing",

abstract = "Neuromorphic photonic processors create a radically new hardware platform for intelligent signal processing by offering sub-nanosecond latency and high bandwidth with low energy. Here, we discuss the current development of neuromorphic photonics and its applications in real-time processing of multichannel, ultrafast signals.",

keywords = "machine learning, neuromorphic computing, signal processing, silicon photonics",

author = "Chaoran Huang and {De Lima}, {Thomas Ferreira} and Tait, {Alexander N.} and Marquez, {Bicky A.} and Shastri, {Bhavin J.} and Prucnal, {Paul R.}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 IEEE Photonics Conference, IPC 2021 ; Conference date: 18-10-2021 Through 21-10-2021",

year = "2021",

doi = "10.1109/IPC48725.2021.9593042",

language = "English (US)",

series = "2021 IEEE Photonics Conference, IPC 2021 - Proceedings",

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

booktitle = "2021 IEEE Photonics Conference, IPC 2021 - Proceedings",

address = "United States",

}

Huang, C, De Lima, TF, Tait, AN, Marquez, BA, Shastri, BJ & Prucnal, PR 2021, Neuromorphic Photonics for Intelligent Signal Processing. in 2021 IEEE Photonics Conference, IPC 2021 - Proceedings. 2021 IEEE Photonics Conference, IPC 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021 IEEE Photonics Conference, IPC 2021, Virtual, Online, Canada, 10/18/21. https://doi.org/10.1109/IPC48725.2021.9593042

Neuromorphic Photonics for Intelligent Signal Processing. / Huang, Chaoran; De Lima, Thomas Ferreira; Tait, Alexander N. et al.
2021 IEEE Photonics Conference, IPC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 IEEE Photonics Conference, IPC 2021 - Proceedings).

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

TY - GEN

T1 - Neuromorphic Photonics for Intelligent Signal Processing

AU - Huang, Chaoran

AU - De Lima, Thomas Ferreira

AU - Tait, Alexander N.

AU - Marquez, Bicky A.

AU - Shastri, Bhavin J.

AU - Prucnal, Paul R.

PY - 2021

Y1 - 2021

N2 - Neuromorphic photonic processors create a radically new hardware platform for intelligent signal processing by offering sub-nanosecond latency and high bandwidth with low energy. Here, we discuss the current development of neuromorphic photonics and its applications in real-time processing of multichannel, ultrafast signals.

AB - Neuromorphic photonic processors create a radically new hardware platform for intelligent signal processing by offering sub-nanosecond latency and high bandwidth with low energy. Here, we discuss the current development of neuromorphic photonics and its applications in real-time processing of multichannel, ultrafast signals.

KW - machine learning

KW - neuromorphic computing

KW - signal processing

KW - silicon photonics

UR - http://www.scopus.com/inward/record.url?scp=85123189465&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85123189465&partnerID=8YFLogxK

U2 - 10.1109/IPC48725.2021.9593042

DO - 10.1109/IPC48725.2021.9593042

M3 - Conference contribution

AN - SCOPUS:85123189465

T3 - 2021 IEEE Photonics Conference, IPC 2021 - Proceedings

BT - 2021 IEEE Photonics Conference, IPC 2021 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 IEEE Photonics Conference, IPC 2021

Y2 - 18 October 2021 through 21 October 2021

ER -

Neuromorphic Photonics for Intelligent Signal Processing

Abstract

Publication series

Conference

All Science Journal Classification (ASJC) codes

Keywords

Access to Document

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