Verification and Validation of Neural Networks for Aerospace Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Verification and Validation of Neural Networks for Aerospace Systems write by . This book was released on 2002. Verification and Validation of Neural Networks for Aerospace Systems available in PDF, EPUB and Kindle.
Guidance for the Verification and Validation of Neural Networks
Guidance for the Verification and Validation of Neural Networks - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Guidance for the Verification and Validation of Neural Networks write by Laura L. Pullum. This book was released on 2007-03-09. Guidance for the Verification and Validation of Neural Networks available in PDF, EPUB and Kindle. This book provides guidance on the verification and validation of neural networks/adaptive systems. Considering every process, activity, and task in the lifecycle, it supplies methods and techniques that will help the developer or V&V practitioner be confident that they are supplying an adaptive/neural network system that will perform as intended. Additionally, it is structured to be used as a cross-reference to the IEEE 1012 standard.
Verification and Validation of Neural Networks for Aerospace Systems
Verification and Validation of Neural Networks for Aerospace Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Verification and Validation of Neural Networks for Aerospace Systems write by National Aeronautics and Space Administration (NASA). This book was released on 2018-06-12. Verification and Validation of Neural Networks for Aerospace Systems available in PDF, EPUB and Kindle. The Dryden Flight Research Center V&V working group and NASA Ames Research Center Automated Software Engineering (ASE) group collaborated to prepare this report. The purpose is to describe V&V processes and methods for certification of neural networks for aerospace applications, particularly adaptive flight control systems like Intelligent Flight Control Systems (IFCS) that use neural networks. This report is divided into the following two sections: 1) Overview of Adaptive Systems; and 2) V&V Processes/Methods.Mackall, Dale and Nelson, Stacy and Schumman, Johann and Clancy, Daniel (Technical Monitor)Ames Research Center; Armstrong Flight Research CenterAEROSPACE SYSTEMS; NEURAL NETS; SOFTWARE ENGINEERING; PROGRAM VERIFICATION (COMPUTERS); ADAPTIVE CONTROL; FLIGHT CONTROL; PERFORMANCE TESTS; COMPUTERIZED SIMULATION; SENSITIVITY ANALYSIS; AIRCRAFT STRUCTURES
Methods and Procedures for the Verification and Validation of Artificial Neural Networks
Methods and Procedures for the Verification and Validation of Artificial Neural Networks - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Methods and Procedures for the Verification and Validation of Artificial Neural Networks write by Brian J. Taylor. This book was released on 2006-03-20. Methods and Procedures for the Verification and Validation of Artificial Neural Networks available in PDF, EPUB and Kindle. 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.
Scientific and Technical Aerospace Reports
Scientific and Technical Aerospace Reports - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Scientific and Technical Aerospace Reports write by . This book was released on 1995. Scientific and Technical Aerospace Reports available in PDF, EPUB and Kindle.
