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Book
Applications of Neural Networks in High Assurance Systems
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ISBN: 9783642106903 9783642106910 9783642106897 9783642262692 Year: 2010 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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Abstract

"Applications of Neural Networks in High Assurance Systems" is the first book directly addressing a key part of neural network technology: methods used to pass the tough verification and validation (V&V) standards required in many safety-critical applications. The book presents what kinds of evaluation methods have been developed across many sectors, and how to pass the tests. A new adaptive structure of V&V is developed in this book, different from the simple six sigma methods usually used for large-scale systems and different from the theorem-based approach used for simplified component subsystems.

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