Rui Cen

HA-BNN: Hardware-Aware Binary Neural Networks for Efficient Inference

2024

Binary Neural Networks (BNNs) use 1-bit weights and activations, replacing complex matrix multiplications with XNOR and bitcount operations, leading to a notable decrease in memory needs. It is worth highlighting that current BNNs commonly integrate …