Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks

Xin Xing, Long Sha, Pengyu Hong, Zuofeng Shang, Jun S. Liu

Abstract: Deep neural networks (DNNs) can be huge in size, requiring a considerable a mount of energy and computational resources to operate, which limits their applications in numerous scenarios. It is thus...