A Learning Framework for n-bit Quantized Neural Networks toward FPGAs

Jun Chen, Liang Liu, Yong Liu +1

The quantized neural network (QNN) is an efficient approach for network compression and can be widely used in the implementation of FPGAs. This paper proposes a novel learning fram…