Dl2 6 Vanishing Gradient Problem

Summary

Ever wondered why deep neural networks sometimes stop learning or suddenly become unstable? In this video, we'll break down ... The reason is a fundamental challenge that held back AI for years, The This is the problem of unstable gradients, and is most popularly referred to as the Take the Deep Learning Specialization: bit.ly/2vzq1jp all our courses: deeplearning.ai to ... For years, deep neural networks could be built but barely learned. The layers near the output trained fine while the early layers ... Vanishing gradient problem is a phenomenon that occurs during the training of deep neural networks, where the gradients that ...