Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks

Yogesh Kochar, Sunil Kumar Vengalil, Neelam Sinha

Success of deep neural networks in diverse tasks across domains of computer vision, speech recognition and natural language processing, has necessitated understanding the dynamics…