Multidimensional neural networks : unified theory / G. Rama Murthy.

Format:

Book

Author/Creator:

Murthy, G. Rama.

Language:

English

Subjects (All):

Neural networks (Neurobiology).

Physical Description:

1 online resource (168 p.)

Edition:

1st ed.

Place of Publication:

New Delhi : New Age International (P) Ltd., Publishers, c2008.

Language Note:

English

Summary:

About the Book: 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 ass

Contents:

Cover; Preface; Contents; Chapter 1 Introduction; Chapter 2 Multi/Infinite Dimensional Neural Networks, Multi/Infinite Dimensional Logic Theory; Chapter 3 Multi/Infinite Dimensional Coding Theory: Multi/Infinite Dimensional Neural Networks-Constrained Static Optimization; Chapter 4 Tensor State Space Representation: Multidimensional Systems; Chapter 5 Unified Theory of Control,Communication and Computation:Multidimensional Neural Networks; Chapter 6 Complex Valued Neural Associative Memory on the Complex Hypercube; Chapter 7 Optimal Binary Filters: Neural Networks

Chapter 8 Linear Filter Model of a Synapse: Associated Novel Real/Complex Valued Neural NetworksChapter 9 Novel Complex Valued Neural Networks; Chapter 10 Advanced Theory of Evolution of Living Systems; Index

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

1-282-07411-3

9786612074110

81-224-2629-8

OCLC:

319438931