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Handbook on Neural Information Processing
Paperback
Series: Intelligent Systems Reference Library, Book 49
Technology & EngineeringGeneral Computers
ISBN13: 9783642429897
Publisher: Springer Nature
Published: May 22 2015
Pages: 538
Weight: 1.71
Height: 1.14 Width: 6.14 Depth: 9.21
Language: English
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.
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