EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets

Matteo Grimaldi, Valentino Peluso, Andrea Calimera

The implementation of Deep Convolutional Neural Networks (ConvNets) on tiny end-nodes with limited non-volatile memory space calls for smart compression strategies capable of shrin…