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Methods and Procedures for the Verification and Validation of Artificial Neural Networks by Brian J. Taylor [Repost]

Posted By: Free butterfly
Methods and Procedures for the Verification and Validation of Artificial Neural Networks by Brian J. Taylor [Repost]

Methods and Procedures for the Verification and Validation of Artificial Neural Networks by Brian J. Taylor
English | Nov 17, 2005 | ISBN: 0387282882 | 280 Pages | PDF | 19 MB

Neural networks are members of a class of software that have the potential to enable intelligent computational systems capable of simulating characteristics of biological thinking and learning. Currently no standards exist to verify and validate neural network-based systems. NASA Independent Verification and Validation Facility has contracted the Institute for Scientific Research, Inc. to perform research on this topic and develop a comprehensive guide to performing V&V on adaptive systems, with emphasis on neural networks used in safety-critical or mission-critical applications.