361 search results - page 1 / 73 » Minimization of Error Functionals over Perceptron Networks |
NECO
2008
13 years 11 months ago
2008
CIRA
2007
IEEE
14 years 2 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 11 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
14 years 5 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 10 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...