385 search results - page 22 / 77 » On higher-order perceptron algorithms |
IJON
2006
14 years 11 months ago
2006
Generalization ability of neural networks is very important and a rule of thumb for good generalization in neural systems is that the smallest system should be used to fit the tra...
COLT
1995
Springer
15 years 3 months ago
1995
Springer
88
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ESANN
2001
15 years 1 months ago
2001
122
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ICML
2010
IEEE
14 years 9 months ago
2010
IEEE
We introduce into the classical Perceptron algorithm with margin a mechanism of unlearning which in the course of the regular update allows for a reduction of possible contributio...
CORR
2008
Springer
14 years 11 months ago
2008
Springer
We identify the classical Perceptron algorithm with margin as a member of a broader family of large margin classifiers which we collectively call the Margitron. The Margitron, (des...