Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation

Zhiyong Cheng, Daniel Soudry, Zexi Mao +1

Compared to Multilayer Neural Networks with real weights, Binary Multilayer Neural Networks (BMNNs) can be implemented more efficiently on dedicated hardware. BMNNs have been demon…