Neural networks are participants of a category of software program that experience the aptitude to allow clever computational platforms able to simulating features of organic pondering and studying. at present no criteria exist to ensure and validate neural network-based structures. NASA self reliant Verification and Validation Facility has gotten smaller the Institute for medical study, Inc. to accomplish examine in this subject and improve a entire advisor to appearing V&V on adaptive structures, with emphasis on neural networks utilized in safety-critical or mission-critical applications.
Methods and techniques for the Verification and Validation of synthetic Neural Networks is the end result of the 1st steps in that examine. This quantity introduces the various extra promising equipment and strategies used for the verification and validation (V&V) of neural networks and adaptive structures. A complete advisor to acting V&V on neural community platforms, aligned with the IEEE common for software program Verification and Validation, will stick with this book.
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