768 search results - page 94 / 154 » Information Geometry of Neural Networks |
124
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IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
— Many applications of Reservoir Computing (and other signal processing techniques) have to deal with information processing of signals with multiple time-scales. Classical Reser...
124
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ICANN
2007
Springer
15 years 10 months ago
2007
Springer
Present work introduces a probabilistic recognition scheme for hand gestures. Self organizing feature maps are used to model spatiotemporal information extracted through image proc...
110
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ISNN
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. In this paper, we propose a probabilistic approach to feature selection for multi-class text categorization. Specifically, we regard document class and occurrence of eac...
118
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IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
—The measure of similarity normally utilized in statistical signal processing is based on second order moments. In this paper, we reveal the probabilistic meaning of correntropy ...
138
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ICANN
2005
Springer
15 years 9 months ago
2005
Springer
In many data mining applications, the data manifold is of lower dimension than the dimension of the input space. In this paper, it is proposed to take advantage of this additional ...