Equivalent and Approximate Transformations of Deep Neural Networks

Abhinav Kumar, Thiago Serra, Srikumar Ramalingam

Two networks are equivalent if they produce the same output for any given input. In this paper, we study the possibility of transforming a deep neural network to another network wi…