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Multidimensional neural networks : unified theory /
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 innova...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New Delhi :
New Age International,
©2008.
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| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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 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. |
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| Notas: | Includes index. |
| Descripción Física: | 1 online resource |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9788122426298 8122426298 1282074113 9781282074118 8122422284 9788122422283 |