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文献详情 >Innovations in Neural Informat... 收藏

Innovations in Neural Information Paradigms and Applications

丛 书 名:Studies in Computational Intelligence

版本说明:2010

作     者:Monica Bianchini Marco Maggini Franco Scarselli 

I S B N:(纸本) 9783642040023 

出 版 社:Springer Berlin Heidelberg 

出 版 年:2009年

主 题 词:Neural networks (Computer science 

学科分类:12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术(可授工学、理学学位)] 

摘      要: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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