3 search results - page 1 / 1 » Lower Bounds on the Vapnik-Chervonenkis Dimension of Multi-L... |
COLT
1993
Springer
13 years 8 months ago
1993
Springer
We consider the problem of learning in multilayer feed-forward networks of linear threshold units. We show that the Vapnik-Chervonenkis dimension of the class of functions that ca...
EUROCOLT
1997
Springer
13 years 8 months ago
1997
Springer
Most of the work on the Vapnik-Chervonenkis dimension of neural networks has been focused on feedforward networks. However, recurrent networks are also widely used in learning app...
IJCNN
2000
IEEE
13 years 9 months ago
2000
IEEE
A product unit is a formal neuron that multiplies its input values instead of summingthem. Furthermore, it has weights acting as exponents instead of being factors. We investigate...