Exploding And Vanishing Gradients

Summary

Let's discuss a problem that creeps up time-and-time during the training process of an artificial neural network. This is the problem ... Take the Deep Learning Specialization: bit.ly/2vzq1jp all our courses: deeplearning.ai to ... Ever wondered why deep neural networks sometimes stop learning or suddenly become unstable? In this video, we'll break down ... Learn about the Vanishing and Exploding Gradient Problems in Artificial Neural Networks (ANNs) with practical code examples ... Dive into Deep Learning UC Berkeley, STAT 157 Slides are at courses.d2l.ai The book is at d2l.ai. This video is part of the Udacity course "Deep Learning". Watch the full course at udacity.com/course/ud730. Have you ever wondered why, for decades, making neural networks truly deep was almost impossible? The reason is a ... For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: stanford.io/3c7n6jW ... This video describes some of the down-sides of trying to train deep neural networks. 00:00 Introduction 04:27