EAN: 9780387282886

METHODS AND PROCEDURES FOR THE VERIFICATION AND...

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. Methods and Procedures for the Verification and Validation of
Artificial Neural Networks is the culmination of the first steps in that research. This volume
introduces some of the more promising methods and techniques used for the verification and
validation (V&V) of neural networks and adaptive systems. A comprehensive guide to performing
V&V on neural network systems  aligned with the IEEE Standard for Software Verification and
Validation  will follow this book.

Aktuelle Preise zur EAN 9780387282886

Produktinformationen zur 9780387282886