243 search results - page 12 / 49 » Interpretation of Trained Neural Networks by Rule Extraction |
116
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AIA
2006
15 years 1 months ago
2006
A system based on a neural network framework is considered. We used two neural networks, an Elman network [1][2] and a Kohonen (concurrent) network [3], for a categorization task....
EOR
2007
14 years 11 months ago
2007
In recent years, Support Vector Machines (SVMs) were successfully applied to a wide range of applications. Their good performance is achieved by an implicit non-linear transformat...
104
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ICDAR
2003
IEEE
15 years 5 months ago
2003
IEEE
The purpose of this paper is to present a novel contour code feature in conjunction with a rule based segmentation for cursive handwriting recognition. A heuristic segmentation al...
122
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ANNPR
2006
Springer
15 years 1 months ago
2006
Springer
Abstract. Recently, the authors described a training method for a convolutional neural network of threshold neurons. Hidden layers are trained by by clustering, in a feed-forward m...
ICANN
2001
Springer
15 years 4 months ago
2001
Springer
Natural videos obtained from a camera mounted on a cat’s head are used as stimuli for a network of subspace energy detectors. The network is trained by gradient ascent on an obje...