Method of enhancing the performance of a neural network

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395 22, 395 24, G06F 700

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055617417

ABSTRACT:
A method for enhancing the performance of an artificially intelligent system employing a neural network by proving an optimized training set for training the neural network. The optimized training set is produced by identifying and removing inaccurate training pairs in the training set.

REFERENCES:
patent: 4782460 (1988-11-01), Spencer
patent: 4875183 (1989-10-01), Graf et al.
patent: 4885757 (1989-12-01), Provence
patent: 5255362 (1993-10-01), Brandstetter et al.
Zhang et al., "Error Back Propagation with Minimum-Entropy Weights", IEEE Int. Conf. on Neural Networks, 1991.
Lee et al., "An Efficient Hidden Node Reduction Technique for Multilayer Perceptrons" IEEE Int. Conf. on Neural Networks, 1991.
Hergert et al., "A Comparison of Weight Elimination Methods for Reduction Complexity in Neural Networks", IEEE Int. Conf. on Neural Networks, 1992.
Hassibi et al., "Optimal Brain Surgeon and General Network Pruning" IEEE Int. Conf. on Neural Network, 1993.
Reed et al., "Pruning Algorithm--A Survey", IEEE Transactions on Neural Networks, vol. 4, No. 5, Sep. 1993.
Specht et al., "A General Regression Neural Network", IEEE Transactions on Neural Networks, vol. 2, No. 6, Nov. 1991.
Sietsma et al., "Neural Net Pruning--Why and How", IEEE Int. Conf. on Neural Networks, 1988.
Martinez et al., "A Simple Strategy for Building and Training Multilayer Neural Networks" IEEE Int. Conf. on Neural Networks, 1991.
Jiang et al., "Compact Polynomial Modeling of the Multi-layer perceptron", 26th Asilomar Conf. on Signals, System & Computers, 1992.
Yang et al., "A Convenient Method to Prune Multilayer Neural Networks via Transform Domain Backpropagation Algorithm", IEEE Int. Conf. on Neural Networks, 1992.

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