Training Progressively Binarizing Deep Networks Using FPGAs

Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi

While hardware implementations of inference routines for Binarized Neural Networks (BNNs) are plentiful, current realizations of efficient BNN hardware training accelerators, suita…