FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations

Yichi Zhang, Junhao Pan, Xinheng Liu +3

Binary neural networks (BNNs) have 1-bit weights and activations. Such networks are well suited for FPGAs, as their dominant computations are bitwise arithmetic and the memory requ…