2210 search results - page 73 / 442 » Information complexity of neural networks |
158
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FGR
2000
IEEE
15 years 10 months ago
2000
IEEE
Detecting faces in images with complex backgrounds is a difficult task. Our approach, which obtains state of the art results, is based on a generative neural network model: the C...
148
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ICONIP
2004
15 years 7 months ago
2004
Abstract. This paper examines the generalization capability in learning multiple temporal patterns by the recurrent neural network with parametric bias (RNNPB). Our simulation expe...
183
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IWANN
2001
Springer
15 years 10 months ago
2001
Springer
One of the main research concern in neural networks is to find the appropriate network size in order to minimize the trade-off between overfitting and poor approximation. In this ...
179
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ECAI
2000
Springer
15 years 10 months ago
2000
Springer
Abstract. We are interested in the relationship between learning efficiency and representation in the case of supervised neural networks for pattern classification trained by conti...
267
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NPL
2011
14 years 9 months ago
2011
The accuracy of a model to forecast a time series diminishes as the prediction horizon increases, in particular when the prediction is carried out recursively. Such decay is faster...