2026-02-11

Vanishing Gradient – Why Deep Learning Struggles with Short‑Term Memory Loss

Explore why the vanishing gradient problem plagues deep learning, the role of sigmoid and the chain rule, and how ReLU and ResNet elegantly solve it—complete with practical insights for modern neural network design.