Description:New. The book ``Multidimensional Neural Networks (MDNNs):...New. 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. Printed Pages: 168..
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