966 search results - page 8 / 194 » Pattern Recognition and Neural Networks |
ICANN
2010
Springer
13 years 10 months ago
2010
Springer
We discuss the problem of overfitting of probabilistic neural networks in the framework of statistical pattern recognition. The probabilistic approach to neural networks provides a...
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...
ECAL
2003
Springer
14 years 3 months ago
2003
Springer
This paper demonstrates that the waves produced on the surface of water can be used as the medium for a “Liquid State Machine” that pre-processes inputs so allowing a simple pe...
ICNC
2005
Springer
14 years 3 months ago
2005
Springer
In this paper, we review a visual approach and propose it for analysing computer-network activity, which is based on the use of unsupervised connectionist neural network models and...
IJCNN
2000
IEEE
14 years 2 months ago
2000
IEEE
Artificial neural networks (ANN), esp. multilayer perceptrons (MLP) have been widely used in pattern recognition and classification. Nevertheless, how to incorporate a priori know...