186 search results - page 1 / 38 » Computational Properties of Probabilistic Neural Networks |
ICANN
2010
Springer
13 years 5 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...
ICANN
2009
Springer
13 years 11 months ago
2009
Springer
The statistical pattern recognition based on Bayes formula implies the concept of mutually exclusive classes. This assumption is not applicable when we have to identify some non-ex...
HIS
2004
13 years 6 months ago
2004
Many researchers have observed that neurons process information in an imprecise manner - if a logical inference emerges from neural computation, it is inexact at best. Thus, there...
TNN
2008
13 years 4 months ago
2008
Previous work on statistical language modeling has shown that it is possible to train a feed-forward neural network to approximate probabilities over sequences of words, resulting...
SBRN
1998
IEEE
13 years 9 months ago
1998
IEEE
As the demand for higher performance computers for the processing of remote sensing science algorithms increases, the need to investigate new computing paradigms is justified. Fie...