03008nam 2200565 a 450 991078288110332120230721005032.01-282-07411-3978661207411081-224-2629-8(CKB)1000000000718567(EBL)414241(OCoLC)319438931(SSID)ssj0000674361(PQKBManifestationID)11465114(PQKBTitleCode)TC0000674361(PQKBWorkID)10661860(PQKB)10090768(MiAaPQ)EBC414241(Au-PeEL)EBL414241(CaPaEBR)ebr10318688(CaONFJC)MIL207411(EXLCZ)99100000000071856720091013d2008 uy 0engur|n|---|||||txtccrMultidimensional neural networks[electronic resource] unified theory /G. Rama MurthyNew Delhi New Age International (P) Ltd., Publishersc20081 online resource (168 p.)Description based upon print version of record.81-224-2228-4 Includes bibliographical references and index.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 NetworksChapter 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; IndexAbout 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 assNeural networks (Neurobiology)Neural networks (Neurobiology)612.8/25618Murthy G. Rama1584206MiAaPQMiAaPQMiAaPQBOOK9910782881103321Multidimensional neural networks3867845UNINA