Photonic weight banks based on multimode fiber for neuromorphic networks

Taichu Shi; Nico Veneziano; Yang Qi; Haoshuo Chen; Nicolas K. Fontaine; Roland Ryf; David T. Neilson; Ben Wu

doi:10.1364/FIO.2020.FM7D.2

Photonic weight banks based on multimode fiber for neuromorphic networks

Taichu Shi, Nico Veneziano, Yang Qi, Haoshuo Chen, Nicolas K. Fontaine, Roland Ryf, David T. Neilson, Ben Wu

Electrical Engineering

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

Abstract

We demonstrate a photonic weight bank for neuromorphic computing by using multimode fibers. Weights control for multiple inputs of a photonic neuron are achieved by tuning the coupling power to the modes in multimode fibers.

Original language	English (US)
Title of host publication	Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Electronic)	9781943580804
DOIs	https://doi.org/10.1364/FIO.2020.FM7D.2
State	Published - Sep 14 2020
Event	2020 Frontiers in Optics Conference, FiO 2020 - Washington, United States Duration: Sep 14 2020 → Sep 17 2020

Publication series

Name	Optics InfoBase Conference Papers
ISSN (Electronic)	2162-2701

Conference

Conference	2020 Frontiers in Optics Conference, FiO 2020
Country/Territory	United States
City	Washington
Period	9/14/20 → 9/17/20

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Mechanics of Materials

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10.1364/FIO.2020.FM7D.2

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Shi, T., Veneziano, N., Qi, Y., Chen, H., Fontaine, N. K., Ryf, R., Neilson, D. T., & Wu, B. (2020). Photonic weight banks based on multimode fiber for neuromorphic networks. In Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020 Article FM7D.2 (Optics InfoBase Conference Papers). Optica Publishing Group (formerly OSA). https://doi.org/10.1364/FIO.2020.FM7D.2

@inproceedings{697eb38003264297b6722880986fa471,

title = "Photonic weight banks based on multimode fiber for neuromorphic networks",

abstract = "We demonstrate a photonic weight bank for neuromorphic computing by using multimode fibers. Weights control for multiple inputs of a photonic neuron are achieved by tuning the coupling power to the modes in multimode fibers.",

author = "Taichu Shi and Nico Veneziano and Yang Qi and Haoshuo Chen and Fontaine, {Nicolas K.} and Roland Ryf and Neilson, {David T.} and Ben Wu",

note = "Publisher Copyright: {\textcopyright} OSA 2020 {\textcopyright} 2020 The Author(s); 2020 Frontiers in Optics Conference, FiO 2020 ; Conference date: 14-09-2020 Through 17-09-2020",

year = "2020",

month = sep,

day = "14",

doi = "10.1364/FIO.2020.FM7D.2",

language = "English (US)",

series = "Optics InfoBase Conference Papers",

publisher = "Optica Publishing Group (formerly OSA)",

booktitle = "Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020",

}

Shi, T, Veneziano, N, Qi, Y, Chen, H, Fontaine, NK, Ryf, R, Neilson, DT & Wu, B 2020, Photonic weight banks based on multimode fiber for neuromorphic networks. in Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020., FM7D.2, Optics InfoBase Conference Papers, Optica Publishing Group (formerly OSA), 2020 Frontiers in Optics Conference, FiO 2020, Washington, United States, 9/14/20. https://doi.org/10.1364/FIO.2020.FM7D.2

Photonic weight banks based on multimode fiber for neuromorphic networks. / Shi, Taichu; Veneziano, Nico; Qi, Yang et al.
Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020. Optica Publishing Group (formerly OSA), 2020. FM7D.2 (Optics InfoBase Conference Papers).

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

TY - GEN

T1 - Photonic weight banks based on multimode fiber for neuromorphic networks

AU - Shi, Taichu

AU - Veneziano, Nico

AU - Qi, Yang

AU - Chen, Haoshuo

AU - Fontaine, Nicolas K.

AU - Ryf, Roland

AU - Neilson, David T.

AU - Wu, Ben

PY - 2020/9/14

Y1 - 2020/9/14

N2 - We demonstrate a photonic weight bank for neuromorphic computing by using multimode fibers. Weights control for multiple inputs of a photonic neuron are achieved by tuning the coupling power to the modes in multimode fibers.

AB - We demonstrate a photonic weight bank for neuromorphic computing by using multimode fibers. Weights control for multiple inputs of a photonic neuron are achieved by tuning the coupling power to the modes in multimode fibers.

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DO - 10.1364/FIO.2020.FM7D.2

M3 - Conference contribution

AN - SCOPUS:85105994451

T3 - Optics InfoBase Conference Papers

BT - Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020

PB - Optica Publishing Group (formerly OSA)

T2 - 2020 Frontiers in Optics Conference, FiO 2020

Y2 - 14 September 2020 through 17 September 2020

ER -

Shi T, Veneziano N, Qi Y, Chen H, Fontaine NK, Ryf R et al. Photonic weight banks based on multimode fiber for neuromorphic networks. In Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020. Optica Publishing Group (formerly OSA). 2020. FM7D.2. (Optics InfoBase Conference Papers). doi: 10.1364/FIO.2020.FM7D.2

Photonic weight banks based on multimode fiber for neuromorphic networks

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All Science Journal Classification (ASJC) codes

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