Information Theoretic Learning PDF book is popular Computers book written by Jose C. Principe. The book was released by Springer Science & Business Media on 2010-04-06 with total hardcover pages 538. Fast download link is given in this page, you could read Information Theoretic Learning by Jose C. Principe in PDF, epub and kindle directly from your devices.
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
This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, sign
The first unified treatment of the interface between information theory and emerging topics in data science, written in a clear, tutorial style. Covering topics
A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design