Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks

Yanzhi Wang, Zheng Zhan 0001, Liang Zhao, Jian Tang 0008, Siyue Wang, Jiayu Li, Bo Yuan 0001, Wujie Wen, Xue Lin. Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019. pages 5369-5376, AAAI Press, 2019. [doi]

Abstract

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