Rajesh phulwaria Rajesh

A Comparative Analysis of Gradient Flow and Vanishing Gradient Effects in Deep Neural Networks

2026 · Zenodo (CERN European Organization for Nuclear Research)

This study presents a comprehensive analysis of gradient flow dynamics in deep neural networks, with a primary focus on understanding the vanishing gradient problem. As neural networks grow deeper, gradients propagated during backpropagation tend to …