139 search results - page 5 / 28 » Practical Riemannian Neural Networks |
SSPR
2004
Springer
14 years 3 months ago
2004
Springer
Abstract. In this paper we derive an upper bound for the average-case generalization error of the mixture of experts modular neural network, based on an average-case generalization...
PRIS
2004
13 years 11 months ago
2004
Several authors have theoretically determined distribution-free bounds on sample complexity. Formulas based on several learning paradigms have been presented. However, little is kn...
ICONIP
2008
13 years 11 months ago
2008
We present a system for regression using MLP neural networks with hyperbolic tangent functions in the input, hidden and output layer. The activation functions in the input and outp...
ESWA
2007
13 years 9 months ago
2007
This paper proposes and explains a data treatment technique to improve the accuracy of a neural network estimator in regression problems, where multi-dimensional input data set is...
ROBOCUP
2005
Springer
14 years 3 months ago
2005
Springer
In this paper, a recurrent neural network is used to develop a dynamic controller for mobile robots. The advantage of the control approach is that no knowledge about the robot mode...