IEEE - Institute of Electrical and Electronics Engineers, Inc. - Stochastic implementation of the activation function for artificial neural networks

2016 IEEE Biomedical Circuits and Systems Conference (BioCAS)

Author(s): Injune Yeo ; Sang-gyun Gi ; Byung-geun Lee ; Myonglae Chu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2016
Conference Location: Shanghai, China
Conference Date: 17 October 2016
Page(s): 440 - 443
ISBN (Electronic): 978-1-5090-2959-4
DOI: 10.1109/BioCAS.2016.7833826
Regular:

One of the key elements in an artificial neural networks (ANNs) is the activation function (AF), that converts the weighted sum of a neuron's input into a probability of firing rate. The hardware... View More

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