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Methods and Procedures for the Verification and Validation of Artificial Neural Networks (Hb)

SKU: 9780387282886

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A comprehensive guide to verifying and validating artificial neural networks using rigorous methods and procedures. This technical resource provides practitioners with essential frameworks for ensuring the reliability and accuracy of neural network systems.

2 in stock

Description

This authoritative hardcover volume by Taylor B. J. presents systematic approaches to verification and validation of artificial neural networks. The book addresses critical challenges in ensuring neural network reliability, accuracy, and trustworthiness across various applications.

Designed for engineers, researchers, and practitioners working with neural networks, the text covers essential methodologies for testing, validation protocols, and verification procedures. It combines theoretical foundations with practical implementations, offering readers actionable techniques to assess network performance and identify potential failures.

The comprehensive coverage includes quality assurance frameworks, benchmarking standards, and best practices for neural network development. This resource is invaluable for professionals seeking to establish robust validation processes and maintain high standards in AI system development and deployment.

Additional information

Author

Taylor B. J.

Publisher

‏ : ‎ SPRINGER

ISBN

9780387282886

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