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Inversion for explanation capability of neural networks and query-based learning
(Texas Tech University, 1999-05)
Neural network inversion is the process by which we obtain the set of neural network inputs which produce a specific output. Network inversion can be used to generate an explanation of the neural network behavior. Neural ...
Higher-order neural networks for invariant pattern recognition
This study investigated recognition of translated, scaled and rotated patterns using third-order neural networks. Neural networks exhibit poor performance if the input image is transformed by one or a combination of ...