Sciweavers

2 search results - page 1 / 1
» Hidden Layer Training via Hessian Matrix Information
Sort
View
74
Voted
FLAIRS
2004
14 years 11 months ago
Hidden Layer Training via Hessian Matrix Information
The output weight optimization-hidden weight optimization (OWO-HWO) algorithm for training the multilayer perceptron alternately updates the output weights and the hidden weights....
Changhua Yu, Michael T. Manry, Jiang Li
FOCI
2007
IEEE
15 years 3 months ago
Almost All Learning Machines are Singular
— A learning machine is called singular if its Fisher information matrix is singular. Almost all learning machines used in information processing are singular, for example, layer...
Sumio Watanabe