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Information theoretics vis-a-vis neural networks generally embodies parametric entities and conceptual bases pertinent to memory considerations and information
An Information-Theoretic Approach to Neural Computing
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A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design
Information Theoretic Learning
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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
The Principles of Deep Learning Theory
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This volume develops an effective theory approach to understanding deep neural networks of practical relevance.
Information Theory, Inference and Learning Algorithms
Language: en
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Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, sign