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Book
Applications of neural networks in high assurance systems
Authors: ---
ISBN: 3642106897 9786613511621 3642106900 1280003294 Year: 2010 Publisher: Berlin : Springer,

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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.

Keywords

Neural networks (Computer science) --- System safety --- Expert systems (Computer science) --- Engineering & Applied Sciences --- Civil & Environmental Engineering --- Civil Engineering --- Computer Science --- Applied Mathematics --- Validation --- Verification --- High performance computing. --- HPC (Computer science) --- Artificial neural networks --- Nets, Neural (Computer science) --- Networks, Neural (Computer science) --- Neural nets (Computer science) --- Engineering. --- Artificial intelligence. --- Applied mathematics. --- Engineering mathematics. --- Automotive engineering. --- Industrial engineering. --- Production engineering. --- Appl.Mathematics/Computational Methods of Engineering. --- Artificial Intelligence (incl. Robotics). --- Automotive Engineering. --- Industrial and Production Engineering. --- Manufacturing engineering --- Process engineering --- Industrial engineering --- Mechanical engineering --- Management engineering --- Simplification in industry --- Engineering --- Value analysis (Cost control) --- Engineering analysis --- Mathematical analysis --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Construction --- Industrial arts --- Technology --- Mathematics --- Cyberinfrastructure --- Supercomputers --- Artificial intelligence --- Natural computation --- Soft computing --- Mathematical and Computational Engineering. --- Artificial Intelligence.

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