Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going

Erwei Wang, James J. Davis, Ruizhe Zhao +5

Deep neural networks have proven to be particularly effective in visual and audio recognition tasks. Existing models tend to be computationally expensive and memory intensive, howe…