2210 search results - page 103 / 442 » Information complexity of neural networks |
157
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IWANN
2005
Springer
15 years 12 months ago
2005
Springer
Abstract. This paper presents a comparison between direct and recursive prediction strategies. In order to perform the input selection, an approach based on mutual information is u...
138
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ICANN
2005
Springer
15 years 12 months ago
2005
Springer
We describe a kernel method which uses the maximization of Onicescu’s informational energy as a criteria for computing the relevances of input features. This adaptive relevance d...
155
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ICANN
2007
Springer
16 years 16 days ago
2007
Springer
As a causality criterion we propose the conditional relative entropy. The relationship with information theoretic functionals mutual information and entropy is established. The con...
140
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ICANN
2005
Springer
15 years 12 months ago
2005
Springer
This paper presents a method that combines Mutual Information and k-Nearest Neighbors approximator for time series prediction. Mutual Information is used for input selection. K-Nea...
146
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ICPR
2002
IEEE
16 years 7 months ago
2002
IEEE
The performance of face verification systems has steadily improved over the last few years, mainly focusing on models rather than on feature processing. State-of-the-art methods o...