Tag: Vanishing Gradient
-
Decoding the Learning Engine: Activation Functions, Vanishing Gradients, and Gradient Descent in Neural Networks
At the heart of every powerful neural network lies a sophisticated learning mechanism driven by key concepts: Activation Functions, the challenge of the Vanishing Gradient, and the optimization algorithm known as Gradient Descent. Understanding these components is crucial for grasping how neural networks learn complex patterns and make accurate predictions. Let’s delve into these fundamental…