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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Friction

lambaste

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,

使人入神

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.

MUT

placebo-effect

Tincture

Asymptomatic

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.

DRAFT

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.

Deceit

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/