Convolutional Neural Networks using Logarithmic Data Representation

Daisuke Miyashita, Edward H. Lee, Boris Murmann

Recent advances in convolutional neural networks have considered model complexity and hardware efficiency to enable deployment onto embedded systems and mobile devices. For example…