4080 search results - page 651 / 816 » The rebirth of neural networks |
159
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IJCNN
2006
IEEE
16 years 16 days ago
2006
IEEE
— We introduce in this paper methods for finding mutually corresponding dependent components from two different but related data sets in an unsupervised (blind) manner. The basi...
149
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IJCNN
2006
IEEE
16 years 16 days ago
2006
IEEE
— Delegating the coordination role to proxy agents can improve the overall outcome of the task at the expense of cognitive overload due to switching subtasks. Stability and commi...
144
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IJCNN
2006
IEEE
16 years 16 days ago
2006
IEEE
—The AURA k-Nearest Neighbour classifier associates binary input and output vectors, forming a compact binary Correlation Matrix Memory (CMM). For a new input vector, matching ve...
196
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IJCNN
2006
IEEE
16 years 16 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 ...
177
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IJCNN
2006
IEEE
16 years 16 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...