4081 search results - page 668 / 817 » Groovy Neural Networks |
113
Voted
IJCNN
2006
IEEE
15 years 10 months 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...
164
Voted
IJCNN
2006
IEEE
15 years 10 months 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 ...
140
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IJCNN
2006
IEEE
15 years 10 months 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...
105
Voted
IJCNN
2006
IEEE
15 years 10 months 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...
129
click to vote
IJCNN
2006
IEEE
15 years 10 months 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...