title: Application of neural networks for EEG analysis. Considerations and first results.
abstract: This paper presents the results of the practical use of artificial neural networks in the field of EEG analysis. It describes the general methodology of application as well as a case study of a discrimination of depressive and psychotic patients using 16-channel long-term EEG data prepared by classical pre-processing (spectral decomposition). This study shows advantages and current limits concerning different levels of generalisation capabilities using a representative application example.
authors.affiliation: Universität Kassel, FG Neuronale Netzwerke, BRD.
authors.forename: B
authors.initials: B
authors.lastname: Klöppel
mesh_terms: D004569:Electroencephalography; D006801:Humans; D016571:Neural Networks, Computer