Recognition of Properties by Probabilistic Neural Networks

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-exclusive properties and therefore it is unnatural in biological neural networks. Considering the framework of probabilistic neural networks we propose statistical identification of non-exclusive properties by using one-class classifiers.

• Type: Conference
• Year: 2009
• Where: ICANN
• Authors: Jiri Grim, Jan Hora
• Keywords: Artificial Intelligence, ICANN 2009, Neural Networks, Non-exclusive Properties, Statistical Pattern Recognition