Book of Donmon Teith

Information theoretics vis-a-vis neural networks generally embodies parametric entities and conceptual bases pertinent to memory considerations and information

A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design

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

This book is the first cohesive treatment of ITL algorithms to adapt linear or nonlinear learning machines both in supervised and unsupervised paradigms. It com

Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, sign