Heterogeneous Bitwidth Binarization in Convolutional Neural Networks

Josh Fromm, Shwetak Patel, Matthai Philipose

Recent work has shown that fast, compact low-bitwidth neural networks can be surprisingly accurate. These networks use homogeneous binarization: all parameters in each layer or (mo…