Multidimensional Neural Networks: Unified Theory (Record no. 26547)

MARC details
000 -LEADER
fixed length control field 02058nam a2200169Ia 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 150330s2008 xx 000 0 und d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789386286772
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.32 MUR
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Murthy, G. Rama
245 ## - TITLE STATEMENT
Title Multidimensional Neural Networks: Unified Theory
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New Delhi
Name of publisher, distributor, etc New Age International (P) Ltd
Date of publication, distribution, etc 2008
300 ## - PHYSICAL DESCRIPTION
Extent 155
520 ## - SUMMARY, ETC.
Summary, etc The book ''Multidimensional Neural Networks (MDNNs): Unified Theory'' has been conceived for serving 3 types of users: Senior undergraduate/graduate students, practising engineers, and advanced neural network researchers. This book is based on the following innovations: Multidimensional (M-D) logic theory i.e., conceiving logic gates/circuits operating on multidimensional arrays Tensor state space representation of certain M-D systems Relation M-D logic gates, M-D codeword tensors, M-D optimal control tensors to M-D neural networks unification Novel complex valued associative memory (CVNN) on the hypercube Novel models of biological neurons such as those with a linear filter model of synapse Neural network based signal processing The subject of M-D neural networks will have the applications in: Design of versatile associative memories, Optimal design of intelligent systems, Pattern recognition systems etc. Contents: Introduction Multi/Infinite Dimensional Neural Networks, Multi/Infinite Dimensional Logic Theory Multi/Infinite Dimensional Coding Theory: Multi/Infinite Dimensional Neural Networks?Constrained Static Optimization Tensor State Space Representation: Multi Dimensional Systems Unified Theory of Control, Communication and Computation: Multi Dimensional Neural Networks Complex Valued Neural Associative Memory on the Complex Hypercube Optimal Binary Filters: Neural Networks Linear Filter Model of a Synapse: Associated Novel Real/Complex Valued Neural Networks Novel Complex Valued Neural Networks Advanced Theory of Evolution of Living Systems
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Neurobiology)
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book

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