Handbook on Neural Information Processing

Monica Bianchini (u. a.)

ISBN 10: 3642429890 / ISBN 13: 9783642429897

Published by Springer, 2015

About this Item

Handbook on Neural Information Processing | Monica Bianchini (u. a.) | Taschenbuch | Intelligent Systems Reference Library | xx | Englisch | 2015 | Springer | EAN 9783642429897 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Seller Inventory # 109581275

Bibliographic Details

• Title: Handbook on Neural Information Processing
• Publisher: Springer
• Publication Date: 2015
• Language: English
• ISBN 10: 3642429890
• ISBN 13: 9783642429897
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 30D millimeters 235 millimeters width by 155 millimeters height by 30 millimeters depth
• Weight: 838 grams
• Seller catalogs:
  • Bücher

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.