Handbook on Neural Information Processing

Bianchini, Monica (EDT); Maggini, Marco (EDT); Jain, Lakhmi C. (EDT)

ISBN 10: 3642429890 ISBN 13: 9783642429897

Published by Springer, 2015

Language: English

Condition: Used - As new Soft cover

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Bibliographic Details

Title

Handbook on Neural Information Processing

Publisher

Springer

Publication Date

2015

Language

English

ISBN 10

3642429890

ISBN 13

9783642429897

Binding

Soft cover

Condition

As New

Seller catalogs

About this title

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.

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.

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