Multidimensional neural networks [[electronic resource] ] : unified theory / / G. Rama Murthy
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| Autore: |
Murthy G. Rama
|
| Titolo: |
Multidimensional neural networks [[electronic resource] ] : unified theory / / G. Rama Murthy
|
| Pubblicazione: | New Delhi, : New Age International (P) Ltd., Publishers, c2008 |
| Descrizione fisica: | 1 online resource (168 p.) |
| Disciplina: | 612.8/25 |
| 618 | |
| Soggetto topico: | Neural networks (Neurobiology) |
| Soggetto genere / forma: | Electronic books. |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | 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 | |
| Sommario/riassunto: | 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 |
| Titolo autorizzato: | Multidimensional neural networks |
| ISBN: | 1-282-07411-3 |
| 9786612074110 | |
| 81-224-2629-8 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910454402803321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |