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Photonic Technologies for Analog Neuromorphic Computing

L. de Marinis,P. Kincaid,2 Authors,N. Andriolli

2024 · DOI: 10.1109/SUM60964.2024.10614512
Scalable Uncertainty Management · 2 Citations

Abstract

Photonic neuromorphic devices promise to break the Von Neumann bottleneck for fast and efficient AI processing. Here we discuss how different photonic technologies affect the performance of analog optical processors, with a focus on microring resonators, where the effect of distortion on resolution is investigated.