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Neural networks are individuals of a category of software program that experience the aptitude to let clever computational structures able to simulating features of organic pondering and studying. at present no criteria exist to ensure and validate neural network-based platforms. NASA self sustaining Verification and Validation Facility has shrunk the Institute for medical examine, Inc. to accomplish examine in this subject and strengthen a accomplished consultant to acting V&V on adaptive platforms, with emphasis on neural networks utilized in safety-critical or mission-critical applications.
Methods and tactics for the Verification and Validation of man-made Neural Networks is the fruits of the 1st steps in that examine. This quantity introduces many of the extra promising equipment and methods used for the verification and validation (V&V) of neural networks and adaptive structures. A finished advisor to acting V&V on neural community platforms, aligned with the IEEE usual for software program Verification and Validation, will stick with this book.
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