Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation

12 Mar 2015Zhiyong ChengDaniel SoudryZexi MaoZhenzhong Lan

Compared to Multilayer Neural Networks with real weights, Binary Multilayer Neural Networks (BMNNs) can be implemented more efficiently on dedicated hardware. BMNNs have been demonstrated to be effective on binary classification tasks with Expectation BackPropagation (EBP) algorithm on high dimensional text datasets... (read more)

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