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ESANN
2003
15 years 2 months ago
A Fuzzy ARTMAP Probability Estimator with Relevance Factor
Abstract. An incremental, nonparametric probability estimation procedure using a variation of the Fuzzy ARTMAP (FAM) neural network is introduced. The resulted network, called Fuzz...
Razvan Andonie, Lucian Sasu
81
Voted
WEBNET
1998
15 years 2 months ago
Web-Enabled Distance Education Environment
: As the new network computer technology forces into every aspect of daily life, many things change in a rather rapid way, compared to what we were used to until recently. One of t...
Christos Bouras, Petros Lampsas, Antonis Bazaios, ...
90
Voted
NIPS
1993
15 years 2 months ago
Credit Assignment through Time: Alternatives to Backpropagation
Learning to recognize or predict sequences using long-term context has many applications. However, practical and theoretical problems are found in training recurrent neural networ...
Yoshua Bengio, Paolo Frasconi
85
Voted
FIS
2010
15 years 1 months ago
Experimental Testing in the Future Internet PERIMETER Project
This submission will provide interested parties with the opportunity to learn more about the FP7 PERIMETER project. Details of the testing and experimental methodologies and the ro...
Eileen Dillon, Gemma Power, Frances Cleary Grant
97
Voted
NN
2006
Springer
128views Neural Networks» more  NN 2006»
15 years 23 days ago
Topographic map formation of factorized Edgeworth-expanded kernels
We introduce a new learning algorithm for topographic map formation of Edgeworth-expanded Gaussian activation kernels. In order to avoid the rapid increase in kernel parameters, a...
Marc M. Van Hulle