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Titlebook: Neural Nets WIRN VIETRI-98; Proceedings of the 1 Maria Marinaro,Roberto Tagliaferri Conference proceedings 1999 Springer-Verlag London Limi

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书目名称Neural Nets WIRN VIETRI-98
副标题Proceedings of the 1
编辑Maria Marinaro,Roberto Tagliaferri
视频video
丛书名称Perspectives in Neural Computing
图书封面Titlebook: Neural Nets WIRN VIETRI-98; Proceedings of the 1 Maria Marinaro,Roberto Tagliaferri Conference proceedings 1999 Springer-Verlag London Limi
描述From its early beginnings in the fifties and sixties, the field of neural networks has been steadily developing to become one of the most interdisciplinary areas of research within computer science. This volume contains selected papers from WIRN Vietri-98, the 10th Italian Workshop on Neural Nets, 21-23 May 1998, Vietri sul Mare, Salerno, Italy. This annual event, sponsored amongst others by the IEEE Neural Network Council and the INNS/SIG Italy, brings together the best of research from all over the world. The papers cover a range of key topics within neural networks, including pattern recognition, signal processing, hybrid systems, mathematical models, hardware and software design, and fuzzy techniques. It also includes two review talks on a .Morpho-Functional. . Model to Describe Variability Found at. .Hippocampal. . Synapses. and .Neural Networks and Speech. .Processing.. By providing the reader with a comprehensive overview of recent research in this area, the volume makes a valuable contribution to the .Perspectives in Neural. .Computing. Series.
出版日期Conference proceedings 1999
关键词algorithms; classification; cognition; filtering; gesture recognition; hidden Markov model; image compress
版次1
doihttps://doi.org/10.1007/978-1-4471-0811-5
isbn_softcover978-1-4471-1208-2
isbn_ebook978-1-4471-0811-5Series ISSN 1431-6854
issn_series 1431-6854
copyrightSpringer-Verlag London Limited 1999
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Conference proceedings 1999inary areas of research within computer science. This volume contains selected papers from WIRN Vietri-98, the 10th Italian Workshop on Neural Nets, 21-23 May 1998, Vietri sul Mare, Salerno, Italy. This annual event, sponsored amongst others by the IEEE Neural Network Council and the INNS/SIG Italy,
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Computational Suspiciousness of Learning in Artificial Neural Netsple in the case of the class of linearly separable patterns, we claim that there exists an . algorithm for learning non-suspect concept classes in the representation of multilayered neural networks, whose time complexity is Θ(.p), being . the number of training examples and . the dimension of the parameter space.
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Support Vector Machine for Nonparametric Binary Hypothesis Testingication of this method to the problem of nonparametric binary hypothesis testing (bayesian setting); the main contribution of this paper is the derivation of the Support Vector algorithm in the case of a generic convex approximation of the binary risk function.
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Learning the Amplitude of Activation Functions in Layered Networksactivation associated to a given unit of the neural net. Experimental results obtained in a . task with a mixture of Multilayer Perceptrons show a tangible 12.64% word error rate reduction with respect to the standard Back-Propagation training.
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1431-6854 terdisciplinary areas of research within computer science. This volume contains selected papers from WIRN Vietri-98, the 10th Italian Workshop on Neural Nets, 21-23 May 1998, Vietri sul Mare, Salerno, Italy. This annual event, sponsored amongst others by the IEEE Neural Network Council and the INNS/
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