This research book presents some of the most recent advances in neural information processing models including both theoretical concepts and practical applications. The contributions include: Advances in neural information processing paradigms - Self organizing structures - Unsupervised and supervised learning of graph domains - Neural grammar networks - Model complexity in neural network learning - Regularization and suboptimal solutions in neural learning - Neural networks for the classification of vectors, sequences and graphs - Metric learning for prototype-based classification - Ensembles of neural networks - Fraud detection using machine learning - Computational modeling of neural multimodal integration.
This book is directed to the researchers, graduate students, professors and practitioner interested in recent advances in neural information processing paradigms and applications.
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This research book presents some of the most recent advances in neural information processing models including both theoretical concepts and practical applications. The contributions include: Advances in neural information processing paradigms - Self organizing structures - Unsupervised and supervised learning of graph domains - Neural grammar networks - Model complexity in neural network learning - Regularization and suboptimal solutions in neural learning - Neural networks for the classification of vectors, sequences and graphs - Metric learning for prototype-based classification - Ensembles of neural networks - Fraud detection using machine learning - Computational modeling of neural multimodal integration.
This book is directed to the researchers, graduate students, professors and practitioner interested in recent advances in neural information processing paradigms and applications.
Imprint | Springer |
Country of origin | United States |
Release date | October 2009 |
Availability | Supplier out of stock. If you add this item to your wish list we will let you know when it becomes available. |
First published | October 2009 |
Editors | Monica Bianchini, Marco Maggini, Franco Scarselli |
Dimensions | 156 x 234 x 16mm (L x W x T) |
Format | Paperback - Trade |
Pages | 304 |
ISBN-13 | 978-3-642-04036-8 |
Barcode | 9783642040368 |
Categories | |
LSN | 3-642-04036-5 |