IEEE - Institute of Electrical and Electronics Engineers, Inc. - STDP-Based Unsupervised Spike Pattern Learning in a Photonic Spiking Neural Network With VCSELs and VCSOAs

Author(s): Shuiying Xiang ; Yahui Zhang ; Junkai Gong ; Xingxing Guo ; Lin Lin ; Yue Hao
Sponsor(s): IEEE Lasers and Electro-Optics Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2019
Volume: 25
Page(s): 1 - 9
ISSN (Electronic): 1558-4542
ISSN (Paper): 1077-260X
DOI: 10.1109/JSTQE.2019.2911565
Regular:

We propose a photonic spiking neural network (SNN) consisting of photonic spiking neurons based on vertical-cavity surface-emitting lasers (VCSELs). The photonic spike timing dependent plasticity... View More

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