Inicio > > Ciencias de la computación > Methods and Procedures for the Verification and Validation of Artificial Neural Networks
Methods and Procedures for the Verification and Validation of Artificial Neural Networks

Methods and Procedures for the Verification and Validation of Artificial Neural Networks

Brian J. Taylor

132,54 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2005
Materia
Ciencias de la computación
ISBN:
9780387282886
132,54 €
IVA incluido
Disponible

Selecciona una librería:

  • Librería Samer Atenea
  • Librería Aciertas (Toledo)
  • Kálamo Books
  • Librería Perelló (Valencia)
  • Librería Elías (Asturias)
  • Donde los libros
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)

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.

Artículos relacionados

  • Skills for Managing Rapidly Changing IT Projects
    Fabrizio Fioravanti
    ...
    Disponible

    118,39 €

  • Design and Usability of Digital Libraries
    Schubert Foo / Yin-Leng Theng
    ...
    Disponible

    112,35 €

  • Intelligent Information Technologies and Applications
    Vijayan Sugumaran
    ...
    Disponible

    131,73 €

  • Mobile Technology Consumption
    Whether used for communication, entertainment, socio-economic growth, crowd-sourcing social and political events, monitoring vital signs in patients, helping to drive vehicles, or delivering education, mobile technology has been transformed from a mode to a medium. Mobile Technology Consumption: Opportunities and Challenges explores essential questions related to the cost, bene...
    Disponible

    249,07 €

  • Creating Personal, Social, and Urban Awareness through Pervasive Computing
    Guo
    The recent emergence and prevalence of social network applications, sensor equipped mobile devices, and the availability of large amounts of geo-referenced data have enabled the analysis of new context dimensions that involve individual, social, and urban context. Creating Personal, Social, and Urban Awareness through Pervasive Computing provides an overview of the theories, te...
    Disponible

    230,09 €

  • Fostering 21st Century Digital Literacy and Technical Competency
    Antonio Cartelli
    The 21st century has seen an expansion in digital technology and the ways in which it affects everyday life. These technologies have become essential in the growth of social communication and mass media. Fostering 21st Century Digital Literacy and Technical Competency offers the latest in research on the technological advances on computer proficiency in the educational system a...
    Disponible

    229,67 €

Otros libros del autor

  • Decision Making, Assessment and Risk in Social Work
    Brian J. Taylor
    This book, written for practicing social workers undertaking their ASYE and compulsory CPD, has been designed to help professionals make sound judgments in increasingly complex contexts and under pressure. ...
    Disponible

    54,09 €

  • Decision Making, Assessment and Risk in Social Work
    Brian J. Taylor
    This book, written for practicing social workers undertaking their ASYE and compulsory CPD, has been designed to help professionals make sound judgments in increasingly complex contexts and under pressure. ...
    Disponible

    166,86 €

  • Working with Aggression and Resistance in Social Work
    Brian J. Taylor
    A text on working with aggressive or resistant groups and individuals ...
    Disponible

    53,39 €

  • Methods and Procedures for the Verification and Validation of Artificial Neural Networks
    Brian J. Taylor
    Background of the Verification and Validation of Neural Networks.- Augmentation of Current Verification and Validation Practices.- Risk and Hazard Analysis for Neural Network Systems.- Validation of Neural Networks Via Taxonomic Evaluation.- Stability Properties of Neural Networks.- Neural Network Verification.- Neural Network Visualization Techniques.- Rule Extraction as a For...
    Disponible

    206,47 €