1 code implementation • 8 Nov 2023 • Suryaka Suresh, Bishshoy Das, Vinayak Abrol, Sumantra Dutta Roy
We study how the topology of feature embedding space changes as it passes through the layers of a well-trained deep neural network (DNN) through Betti numbers.
no code implementations • 24 Nov 2021 • Bishshoy Das, Milton Mondal, Brejesh lall, Shiv Dutt Joshi, Sumantra Dutta Roy
In standard neural network training, the gradients in the backward pass are determined by the forward pass.