4079 search results - page 644 / 816 » Neural Networks |
195
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IJCNN
2006
IEEE
16 years 12 days ago
2006
IEEE
— In this paper, we show that one-class SVMs can also utilize data covariance in a robust manner to improve performance. Furthermore, by constraining the desired kernel function ...
175
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IJCNN
2006
IEEE
16 years 12 days ago
2006
IEEE
Abstract— In this paper, we propose a new nonlinear principal component analysis based on a generalized correlation function which we call correntropy. The data is nonlinearly tr...
133
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IJCNN
2006
IEEE
16 years 12 days ago
2006
IEEE
— The purpose of this article is to provide potential neuroscientists and computer scientists with an artificial retina model, delivering spikes to higher-level visual tasks sim...
154
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IJCNN
2006
IEEE
16 years 12 days ago
2006
IEEE
—We present a structured model of context that supports an integrated approach to language acquisition and use. The model extends an existing formal notation, Embodied Constructi...
162
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IJCNN
2006
IEEE
16 years 12 days ago
2006
IEEE
— Ensembles are often capable of greater predictive accuracy than any of their individual members. One key attribute of ensembles’ success is the notion of diversity. However, ...