Towards Fast and Energy-Efficient Binarized Neural Network Inference on FPGA

Cheng Fu, Shilin Zhu, Hao Su +2

Binarized Neural Network (BNN) removes bitwidth redundancy in classical CNN by using a single bit (-1/+1) for network parameters and intermediate representations, which has greatly…