Navigating Gradients: Taming the Vanishing and Exploding Gradient Challenges in Neural Networks

Introduction: In the dynamic world of neural networks, the challenges of vanishing and exploding gradients cast shadows on the training process. These issues, if left unaddressed, can severely impact the convergence and stability of deep learning mod...