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

ISBN 10: 3642366562 / ISBN 13: 9783642366567

Verlag: Springer, 2013

Used - Like New. This is a brand new book! Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. Bestandsnummer des Verkäufers Z1-B-030-01183

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.

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.

Bibliografische Details

Titel: Handbook on Neural Information Processing (...
Verlag: Springer
Erscheinungsdatum: 2013
Einband: Hardcover
Zustand: Like New