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Handbook on Neural Information Processing

Edited by Monica Bianchini, Edited by Marco Maggini, Edited by Lakhmi C. Jain

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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 Â Kernel methods for structured data Â Multiple classifier systems Â Self organisation and modal learning Â Applications to content-based image retrieval, text mining in large document collections, and bioinformatics Â 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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