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Conferences > OFC > 2020 > W3A > W3A.1

Hardware Architecture and Algorithm Co-design for Multi-Layer Photonic Neuromorphic Network with Excitable VCSELs-SA

Shuiying Xiang, Zhenxing Ren, Yahui Zhang, Xingxing Guo, Ziwei Song, Aijun Wen, and Yue Hao

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Abstract

We design a multi-layer photonic spiking neural network with excitable VCSELs-SA. Numerical results based on the rate-equation models show that the proposed neuromorphic network architecture is capable of solving the classical XOR problem by supervised-learning.

© 2020 The Author(s)

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