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Handbook on Neural Information Processing by Monica Bianchini

Handbook on Neural Information Processing

by Monica Bianchini
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Book cover type: Hardcover
  • ISBN13: 9783642366567
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 538
  • Original Price: EUR 149.99
  • Language: English
  • Edition: 2013
  • Item Weight: 953 grams
  • BISAC Subject(s): Artificial Intelligence / General and Engineering (General)

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.

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