On-Chip &gt; 100 TMAC/sec Neuromorphic Photonics Turning into Reality

Angelina Totovic; Apostolos Tsakyridis; George Giamougiannis; Miltos Moralis-Pegios; George Dabos; George Mourgias-Alexandris; Nikos Pleros

doi:10.1364/PSC.2021.M2B.2

Photonics in Switching and Computing 2021
OSA Technical Digest (Optica Publishing Group, 2021),
paper M2B.2
•https://doi.org/10.1364/PSC.2021.M2B.2

On-Chip > 100 TMAC/sec Neuromorphic Photonics Turning into Reality

Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, Miltos Moralis-Pegios, George Dabos, George Mourgias-Alexandris, and Nikos Pleros

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 I (M2B)

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A. Totovic, A. Tsakyridis, G. Giamougiannis, M. Moralis-Pegios, G. Dabos, G. Mourgias-Alexandris, and N. Pleros, "On-Chip > 100 TMAC/sec Neuromorphic Photonics Turning into Reality," 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 M2B.2.

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Abstract

Remarkable advances in photonic integration fueled an impressive variety of neuromorphic architectures, combining coherent and Wavelength-Division-Multiplexing approaches in reducing latency, footprint and power consumption, while operating at multi-10 GHz clock-rates to yield > 100 TMAC/sec.

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