Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor

Zhimu Guo; Bicky A. Marquez; Matthew Filipovich; Hugh Morison; Bhavin J. Shastri; Lukas Chrostowski; Sudip Shekhar; Paul Prucnal

doi:10.1109/GFP51802.2021.9673887

Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor

Zhimu Guo, Bicky A. Marquez, Matthew Filipovich, Hugh Morison, Bhavin J. Shastri, Lukas Chrostowski, Sudip Shekhar, Paul Prucnal

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

Abstract

Photonic processors have enabled applications in machine learning and neuromorphic computing. An information encoding/decoding scheme will be critical for scalable photonic computing. We experimentally demonstrate a "multi-level"encoding/decoding scheme and operation procedures.

Original language	English (US)
Title of host publication	2021 IEEE 17th International Conference on Group IV Photonics, GFP 2021 - Proceedings
Publisher	IEEE Computer Society
ISBN (Electronic)	9781665422246
DOIs	https://doi.org/10.1109/GFP51802.2021.9673887
State	Published - 2021
Event	17th IEEE International Conference on Group IV Photonics, GFP 2021 - Virtual, Online, Spain Duration: Dec 7 2021 → Dec 10 2021

Publication series

Name	IEEE International Conference on Group IV Photonics GFP
Volume	2021-December
ISSN (Print)	1949-2081

Conference

Conference	17th IEEE International Conference on Group IV Photonics, GFP 2021
Country/Territory	Spain
City	Virtual, Online
Period	12/7/21 → 12/10/21

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering
Ceramics and Composites
Electronic, Optical and Magnetic Materials

Access to Document

10.1109/GFP51802.2021.9673887

Cite this

Guo, Z., Marquez, B. A., Filipovich, M., Morison, H., Shastri, B. J., Chrostowski, L., Shekhar, S., & Prucnal, P. (2021). Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor. In 2021 IEEE 17th International Conference on Group IV Photonics, GFP 2021 - Proceedings (IEEE International Conference on Group IV Photonics GFP; Vol. 2021-December). IEEE Computer Society. https://doi.org/10.1109/GFP51802.2021.9673887

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title = "Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor",

abstract = "Photonic processors have enabled applications in machine learning and neuromorphic computing. An information encoding/decoding scheme will be critical for scalable photonic computing. We experimentally demonstrate a {"}multi-level{"}encoding/decoding scheme and operation procedures.",

author = "Zhimu Guo and Marquez, {Bicky A.} and Matthew Filipovich and Hugh Morison and Shastri, {Bhavin J.} and Lukas Chrostowski and Sudip Shekhar and Paul Prucnal",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 17th IEEE International Conference on Group IV Photonics, GFP 2021 ; Conference date: 07-12-2021 Through 10-12-2021",

year = "2021",

doi = "10.1109/GFP51802.2021.9673887",

language = "English (US)",

series = "IEEE International Conference on Group IV Photonics GFP",

publisher = "IEEE Computer Society",

booktitle = "2021 IEEE 17th International Conference on Group IV Photonics, GFP 2021 - Proceedings",

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Guo, Z, Marquez, BA, Filipovich, M, Morison, H, Shastri, BJ, Chrostowski, L, Shekhar, S & Prucnal, P 2021, Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor. in 2021 IEEE 17th International Conference on Group IV Photonics, GFP 2021 - Proceedings. IEEE International Conference on Group IV Photonics GFP, vol. 2021-December, IEEE Computer Society, 17th IEEE International Conference on Group IV Photonics, GFP 2021, Virtual, Online, Spain, 12/7/21. https://doi.org/10.1109/GFP51802.2021.9673887

Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor. / Guo, Zhimu; Marquez, Bicky A.; Filipovich, Matthew et al.
2021 IEEE 17th International Conference on Group IV Photonics, GFP 2021 - Proceedings. IEEE Computer Society, 2021. (IEEE International Conference on Group IV Photonics GFP; Vol. 2021-December).

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

TY - GEN

T1 - Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor

AU - Guo, Zhimu

AU - Marquez, Bicky A.

AU - Filipovich, Matthew

AU - Morison, Hugh

AU - Shastri, Bhavin J.

AU - Chrostowski, Lukas

AU - Shekhar, Sudip

AU - Prucnal, Paul

PY - 2021

Y1 - 2021

N2 - Photonic processors have enabled applications in machine learning and neuromorphic computing. An information encoding/decoding scheme will be critical for scalable photonic computing. We experimentally demonstrate a "multi-level"encoding/decoding scheme and operation procedures.

AB - Photonic processors have enabled applications in machine learning and neuromorphic computing. An information encoding/decoding scheme will be critical for scalable photonic computing. We experimentally demonstrate a "multi-level"encoding/decoding scheme and operation procedures.

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U2 - 10.1109/GFP51802.2021.9673887

DO - 10.1109/GFP51802.2021.9673887

M3 - Conference contribution

AN - SCOPUS:85124704992

T3 - IEEE International Conference on Group IV Photonics GFP

BT - 2021 IEEE 17th International Conference on Group IV Photonics, GFP 2021 - Proceedings

PB - IEEE Computer Society

T2 - 17th IEEE International Conference on Group IV Photonics, GFP 2021

Y2 - 7 December 2021 through 10 December 2021

ER -

Guo Z, Marquez BA, Filipovich M, Morison H, Shastri BJ, Chrostowski L et al. Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor. In 2021 IEEE 17th International Conference on Group IV Photonics, GFP 2021 - Proceedings. IEEE Computer Society. 2021. (IEEE International Conference on Group IV Photonics GFP). doi: 10.1109/GFP51802.2021.9673887

Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor

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