This book offers a timely reflection on the remarkable range of algorithms and applications that have made the area of deep learning so attractive and heavily r

This book introduces readers to the fundamental concepts of deep learning and offers practical insights into how this learning paradigm supports automatic mecha

This book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as function universal

Deep learning includes a subset of machine learning for processing the unsupervised data with artificial neural network functions. The major advantage of deep l

This volume develops an effective theory approach to understanding deep neural networks of practical relevance.