Description
New Age International (P) Ltd Publishers Multidimensional Neural Networks Unified Theory 1St Edition 2017 by Murthy, G Rama
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.