Techniques in enhancing computation and understanding of convolutional neural networks

Abstract

More importantly, I want to thank my friends and family for their support during these challenging years. This thesis would not be possible without them. This thesis also would not be possible without Google, ArXiv, Github, coffee, and chocolate. ix It's fine to celebrate success but it is more important to heed the lessons of failure.