Tera-OP/s Neuromorphic Processing with Kerr Microcombs

M. Tan; X. Xu; X. Xu; J. Wu; A. Boes; B. Corcoran; T. Nguyen; S. T. Chu; B. E. Little; R. Morandotti; D. G. Hicks; D. G. Hicks; Mitchell; David J. Moss

doi:10.1364/PSC.2021.Tu5B.1

Photonics in Switching and Computing 2021
OSA Technical Digest (Optica Publishing Group, 2021),
paper Tu5B.1
•https://doi.org/10.1364/PSC.2021.Tu5B.1

Tera-OP/s Neuromorphic Processing with Kerr Microcombs

M. Tan, X. Xu, J. Wu, A. Boes, B. Corcoran, T. Nguyen, S. T. Chu, B. E. Little, R. Morandotti, D. G. Hicks, Mitchell, and David J. Moss

Photonics in Switching and Computing 2021

Washington, DC United States
27–29 September 2021
ISBN: 978-1-943580-99-6

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Neuromorphic Computing II (Tu5B)

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M. Tan, X. Xu, J. Wu, A. Boes, B. Corcoran, T. Nguyen, S. T. Chu, B. E. Little, R. Morandotti, D. G. Hicks, Mitchell, and D. J. Moss, "Tera-OP/s Neuromorphic Processing with Kerr Microcombs," in Photonics in Switching and Computing 2021, W. Bogaerts, K. Morito, S. Ben Yoo, M. Fiorentino, K. Ishii, and B. Offrein, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper Tu5B.1.

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Abstract

We report optical neuromorphic processors based on Kerr micro-combs that are programmable, scalable and ultra-high speed. We demonstrate a perceptron at 11.9Giga-OPS at 8 bits, or 95.2 Gbps, and a convolutional accelerator at 11TeraOPs/s.

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