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Neural Applications

The Neural Network Method is an artificial intelligence approach which produces accurate models of complex non-linear physical phenomena without requiring knowledge of the material properties.  The P/NA3 Neural Network a trade secret of N.A. Tech. Inc. produces excellent models.  The P/NA3 neural network architecture is capable of developing models of countless non-linear manufacturing processes.  If you have any questions of how our models and processes can help you please Contact Us.

Diagram showing a comparison between a back propagation neural network trained to 20% error and the actual underlying function from which the training points have been derived.

 

Diagram showing a comparison between a back propagation neural network trained to 4% error and the actual underlying function from which the training points have been derived.  This neural network exhibits all of the symptoms of the classic “over training” or loss of generalization typical of back propagation neural networks.

 

 

 

 

 

 

 

 

 

 

 

Diagram showing a comparison between a N.A. Tech P/NA3 neural network trained to 1% error and the actual underlying function from which the training points have been derived.  This neural network does not exhibit any of the symptoms of the classic “over training” or loss of generalization typical of back propagation neural networks.


 
 

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