Photonic Neuromporphic Computing with Electrooptic Nonlinear Activation | IEEE Conference Publication | IEEE Xplore

Photonic Neuromporphic Computing with Electrooptic Nonlinear Activation


Abstract:

We report on using the transfer function of electrooptic absorption modulators as nonlinear activation functions of photonic neurons and show 95% accuracy of MNIST classi...Show More

Abstract:

We report on using the transfer function of electrooptic absorption modulators as nonlinear activation functions of photonic neurons and show 95% accuracy of MNIST classification inference on an AlexNet in optical artificial neural networks.
Date of Conference: 19-21 September 2018
Date Added to IEEE Xplore: 01 July 2019
ISBN Information:
Print on Demand(PoD) ISSN: 2155-8507
Conference Location: Limassol, Cyprus

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