385 search results - page 22 / 77 » On higher-order perceptron algorithms |
IJON
2006
13 years 8 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
14 years 22 hour ago
1995
Springer
ESANN
2001
13 years 9 months ago
2001
ICML
2010
IEEE
13 years 6 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
13 years 8 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...