This book introduces information theory for studying real and artificial neural complexes. Topics include neural information processing, memory, and storage in neural webs, neural network training, algorithmic representation of neural activity, information dynamics, and the semiotic framework of neural information representation and processing.
By:
P. S. Neelakanta (Florida Atlantic University Boca Raton Florida USA) Imprint: CRC Press Inc Country of Publication: United States Dimensions:
Height: 234mm,
Width: 156mm,
Spine: 25mm
Weight: 743g ISBN:9780849331985 ISBN 10: 0849331986 Pages: 416 Publication Date:30 March 1999 Audience:
College/higher education
,
Professional and scholarly
,
Further / Higher Education
,
Undergraduate
Format:Hardback Publisher's Status: Active
IntroductionNeural Complex: A Nonlinear CI System?Neural Complex vis-a-vis Statistical Mechanics, Entropy, Thermodynamics and Information TheoryNeural Communication and Control in Information-Theoretic PlaneNeural Complexity: An Algorithmic RepresentationNeural Information DynamicsSemiotic Framework of Neural Information ProcessingGenetic Algorithmic Based Depiction of Neural InformationEpilogueAppendix