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

 
9783642366567: Handbook on Neural Information Processing (Intelligent Systems Reference Library, 49)

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

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

Featured Edition

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