2210 search results - page 200 / 442 » Information complexity of neural networks |
206
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ICIP
2007
IEEE
16 years 27 days ago
2007
IEEE
Palette re-ordering is a well known and very effective approach for improving the compression of color indexed images. If the spatial distribution of the indexes in the image is s...
164
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IJCNN
2007
IEEE
16 years 27 days ago
2007
IEEE
— To obtain accurate modeling results, it is of primal importance to find optimal values for the hyperparameters in the Support Vector Regression (SVR) model. In general, we sea...
185
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IJCNN
2007
IEEE
16 years 27 days ago
2007
IEEE
— High-order human cognition involves processing of abstract and categorically represented knowledge. Traditionally, it has been considered that there is a single innate internal...
168
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IJCNN
2007
IEEE
16 years 27 days ago
2007
IEEE
—The 0/1 loss is an important cost function for perceptrons. Nevertheless it cannot be easily minimized by most existing perceptron learning algorithms. In this paper, we propose...
178
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IJCNN
2006
IEEE
16 years 19 days ago
2006
IEEE
— A heuristic is proposed to address free parameter selection for Support Vector Machines, with the goals of improving generalization performance and providing greater insensitiv...