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New Age Multidimensional Neural Networks Unified Theory

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Quick Overview
The book ``Multidimensional Neural Networks Unified Theory`` has been conceived for serving 3 types of users: Senior undergraduate/graduate students, practising engineers, and advanced neural network researchers.
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  • 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
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