Handbook on Neural Information Processing (Intelligent Systems Reference Library, 49, Band 49) - Hardcover

 
9783642366567: Handbook on Neural Information Processing (Intelligent Systems Reference Library, 49, Band 49)
Hardcover
ISBN 10: 3642366562 ISBN 13: 9783642366567
Verlag: Springer, 2013

Inhaltsangabe

This handbook presents some of the most recent topics in neural information processing, covering both theoretical concepts and practical applications. The contributions include:

  • Deep architectures
  • Recurrent, recursive, and graph neural networks
  • Cellular neural networks
  • Bayesian networks
  • Approximation capabilities of neural networks
  • Semi-supervised learning
  • Statistical relational learning
  •  Kernel methods for structured data
  •  Multiple classifier systems
  •  Self organisation and modal learning
  •  Applications to content-based image retrieval, text mining in large document collections, and bioinformatics

 

This book is thought particularly for graduate students, researchers and practitioners, willing to deepen their knowledge on more advanced connectionist models and related learning paradigms.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Von der hinteren Coverseite

This handbook presents some of the most recent topics in neural information processing, covering both theoretical concepts and practical applications. The contributions include:

Deep architectures

Recurrent, recursive, and graph neural networks

Cellular neural networks

Bayesian networks

Approximation capabilities of neural networks

Semi-supervised learning

Statistical relational learning

Kernel methods for structured data

Multiple classifier systems

Self organisation and modal learning

Applications to content-based image retrieval, text mining in large document collections, and bioinformatics

This book is thought particularly for graduate students, researchers and practitioners, willing to deepen their knowledge on more advanced connectionist models and related learning paradigms.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3642366562
ISBN 13 
9783642366567
Einband
Gebundene Ausgabe
Anzahl der Seiten
558
Herausgeber
Bianchini Monica, Maggini Marco, Jain Lakhmi C.
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783642429897: Handbook on Neural Information Processing (Intelligent Systems Reference Library, 49, Band 49)

Vorgestellte Ausgabe

ISBN 10:  3642429890 ISBN 13:  9783642429897
Verlag: Springer, 2015
Softcover