A TeraMAC Neuromorphic Photonic Processor

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

doi:10.1109/IPCon.2018.8527089

A TeraMAC Neuromorphic Photonic Processor

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

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

15 Scopus citations

Abstract

We show that an integrated laser neuron can exhibit extraordinary low latency (<1ns) and speed (∼1 × 10 ¹² MACs/s per device) compared to state-of-the-art processors in digital electronics. We experimentally demonstrate positive (excitatory) and negative (inhibitory) inputs with 8× wavelength channels, and efficiency (<1pJ/MAC) during closed-loop operation.

Original language	English (US)
Title of host publication	31st Annual Conference of the IEEE Photonics Society, IPC 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538653586
DOIs	https://doi.org/10.1109/IPCon.2018.8527089
State	Published - Nov 6 2018
Event	31st Annual Conference of the IEEE Photonics Society, IPC 2018 - Reston, United States Duration: Sep 30 2018 → Oct 4 2018

Publication series

Name	31st Annual Conference of the IEEE Photonics Society, IPC 2018

Other

Other	31st Annual Conference of the IEEE Photonics Society, IPC 2018
Country/Territory	United States
City	Reston
Period	9/30/18 → 10/4/18

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Instrumentation
Atomic and Molecular Physics, and Optics

Access to Document

10.1109/IPCon.2018.8527089

Cite this

Nahmias, M. A., Peng, H. T., De Lima, T. F., Huang, C., Tait, A. N., Shastri, B. J., & Prucnal, P. R. (2018). A TeraMAC Neuromorphic Photonic Processor. In 31st Annual Conference of the IEEE Photonics Society, IPC 2018 Article 8527089 (31st Annual Conference of the IEEE Photonics Society, IPC 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IPCon.2018.8527089

@inproceedings{540e103a2a87406da87e4b05fb0d5150,

title = "A TeraMAC Neuromorphic Photonic Processor",

abstract = " We show that an integrated laser neuron can exhibit extraordinary low latency (<1ns) and speed (∼1 × 10 12 MACs/s per device) compared to state-of-the-art processors in digital electronics. We experimentally demonstrate positive (excitatory) and negative (inhibitory) inputs with 8× wavelength channels, and efficiency (<1pJ/MAC) during closed-loop operation.",

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

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 31st Annual Conference of the IEEE Photonics Society, IPC 2018 ; Conference date: 30-09-2018 Through 04-10-2018",

year = "2018",

month = nov,

day = "6",

doi = "10.1109/IPCon.2018.8527089",

language = "English (US)",

series = "31st Annual Conference of the IEEE Photonics Society, IPC 2018",

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

booktitle = "31st Annual Conference of the IEEE Photonics Society, IPC 2018",

address = "United States",

}

Nahmias, MA, Peng, HT, De Lima, TF, Huang, C, Tait, AN, Shastri, BJ & Prucnal, PR 2018, A TeraMAC Neuromorphic Photonic Processor. in 31st Annual Conference of the IEEE Photonics Society, IPC 2018., 8527089, 31st Annual Conference of the IEEE Photonics Society, IPC 2018, Institute of Electrical and Electronics Engineers Inc., 31st Annual Conference of the IEEE Photonics Society, IPC 2018, Reston, United States, 9/30/18. https://doi.org/10.1109/IPCon.2018.8527089

A TeraMAC Neuromorphic Photonic Processor. / Nahmias, Mitchell A.; Peng, Hsuan Tung; De Lima, Thomas Ferreira et al.
31st Annual Conference of the IEEE Photonics Society, IPC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8527089 (31st Annual Conference of the IEEE Photonics Society, IPC 2018).

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

TY - GEN

T1 - A TeraMAC Neuromorphic Photonic Processor

AU - Nahmias, Mitchell A.

AU - Peng, Hsuan Tung

AU - De Lima, Thomas Ferreira

AU - Huang, Chaoran

AU - Tait, Alexander N.

AU - Shastri, Bhavin J.

AU - Prucnal, Paul R.

PY - 2018/11/6

Y1 - 2018/11/6

N2 - We show that an integrated laser neuron can exhibit extraordinary low latency (<1ns) and speed (∼1 × 10 12 MACs/s per device) compared to state-of-the-art processors in digital electronics. We experimentally demonstrate positive (excitatory) and negative (inhibitory) inputs with 8× wavelength channels, and efficiency (<1pJ/MAC) during closed-loop operation.

AB - We show that an integrated laser neuron can exhibit extraordinary low latency (<1ns) and speed (∼1 × 10 12 MACs/s per device) compared to state-of-the-art processors in digital electronics. We experimentally demonstrate positive (excitatory) and negative (inhibitory) inputs with 8× wavelength channels, and efficiency (<1pJ/MAC) during closed-loop operation.

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UR - https://www.scopus.com/pages/publications/85058309049#tab=citedBy

U2 - 10.1109/IPCon.2018.8527089

DO - 10.1109/IPCon.2018.8527089

M3 - Conference contribution

AN - SCOPUS:85058309049

T3 - 31st Annual Conference of the IEEE Photonics Society, IPC 2018

BT - 31st Annual Conference of the IEEE Photonics Society, IPC 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 31st Annual Conference of the IEEE Photonics Society, IPC 2018

Y2 - 30 September 2018 through 4 October 2018

ER -

A TeraMAC Neuromorphic Photonic Processor

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All Science Journal Classification (ASJC) codes

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