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Photonic Weight Banks based on Multimode Fiber for Neuromorphic Networks

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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.

© 2020 The Author(s)

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More Like This
Microring Weight Banks for Neuromorphic Silicon Photonics

A. N. Tait, T. Ferreira de Lima, M. A. Nahmias, B. J. Shastri, and P. R. Prucnal
STh3B.1 CLEO: Science and Innovations (CLEO_SI) 2018

Neuromorphic Photonic Networks

Bhavin J. Shastri, Simon Bilodeau, Bicky A. Marquez, Alexander N. Tait, Thomas Ferreira de Lima, Chaoran Huang, Lukas Chrostowski, Sudip Shekhar, and Paul R. Prucnal
Th5A.2 Optical Fiber Communication Conference (OFC) 2021

Silicon microring weight banks for multivariate RF photonics

A. N. Tait, T. Ferreira de Lima, A. X. Wu, E. Zhou, M. P. Chang, M. A. Nahmias, B. J. Shastri, and P. R. Prucnal
SM1O.6 CLEO: Science and Innovations (CLEO_SI) 2017

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