Information-Theoretic Aspects of Neural Networks

ISBN-13: 9780849331985 / Angielski / Twarda / 1999 / 402 str.

Perambur S. Neelakanta; Perambur S. Neelakanta; P. S. Neelakanta

Opis

Intended for engineers and computer scientists working in the field of artificial neural networks, this book presents insight as well as different perspectives on information-processing as it relates to real and artificial networks. It provides alternative strategies for designing and understanding complex neural networks.

Spis treści

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

O autorze

P. S. Neelakanta