IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Energy-Efficient and Noise-Tolerant Recurrent Neural Network Using Stochastic Computing

Author(s): Yidong Liu ; Leibo Liu ; Fabrizio Lombardi ; Jie Han
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 9
ISSN (Electronic): 1557-9999
ISSN (Paper): 1063-8210
DOI: 10.1109/TVLSI.2019.2920152
Regular:

Recurrent neural networks (RNNs) are widely used to solve a large class of recognition problems, including prediction, machine translation, and speech recognition. The hardware implementation of... View More

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