361 search results - page 1 / 73 » Minimization of Error Functionals over Perceptron Networks |
NECO
2008
13 years 4 months ago
2008
CIRA
2007
IEEE
13 years 8 months ago
2007
IEEE
This paper proposes a technique for real-time recognition of facial Identity and expression which uses the active appearance model (AAM) with efficient second order minimization al...
NPL
2006
13 years 4 months ago
2006
Effective backpropagation training of multi-layer perceptrons depends on the incorporation of an appropriate error or objective function. Classification-based (CB) error functions ...
IJCNN
2007
IEEE
13 years 11 months ago
2007
IEEE
—The 0/1 loss is an important cost function for perceptrons. Nevertheless it cannot be easily minimized by most existing perceptron learning algorithms. In this paper, we propose...
AMAI
2002
Springer
13 years 4 months ago
2002
Springer
act It is well-established that a multi-layer perceptron (MLP) with a single hidden layer of N neurons and an activation function bounded by zero at negative infinity and one at in...