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Applications of Neural Networks in High Assurance Systems

Applications of Neural Networks in High Assurance Systems

Paperback

Series: Studies in Computational Intelligence, Book 268

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 3642262694
ISBN13: 9783642262692
Publisher: Springer Nature
Published: May 4 2012
Pages: 248
Weight: 0.85
Height: 0.60 Width: 6.10 Depth: 9.00
Language: English

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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