1st Edition

Information-Theoretic Aspects of Neural Networks

By P. S. Neelakanta Copyright 1999
416 Pages
by CRC Press

416 Pages
by CRC Press

Information theoretics vis-a-vis neural networks generally embodies parametric entities and conceptual bases pertinent to memory considerations and information storage, information-theoretic based cost-functions, and neurocybernetics and self-organization. Existing studies only sparsely cover the entropy and/or cybernetic aspects of neural information. Information-Theoretic Aspects of Neural... Read more
Introduction
Neural Complex: A Nonlinear CI System?
Neural Complex vis-a-vis Statistical Mechanics, Entropy, Thermodynamics and Information Theory
Neural Communication and Control in Information-Theoretic Plane
Neural Complexity: An Algorithmic Representation
Neural Information Dynamics
Semiotic Framework of Neural Information Processing
Genetic Algorithmic Based Depiction of Neural Information
Epilogue
Appendix

Biography

P. S. Neelakanta