Treffer: Art neural networks for brain pathology diagnosis
Title:
Art neural networks for brain pathology diagnosis
Authors:
Publisher Information:
Technical University of Moldova
Publication Year:
2005
Subject Terms:
Document Type:
Fachzeitschrift
article in journal/newspaper
File Description:
application/pdf
Language:
English
Availability:
Rights:
Attribution-NonCommercial-NoDerivs 3.0 United States ; http://creativecommons.org/licenses/by-nc-nd/3.0/us/
Accession Number:
edsbas.EFB00923
Database:
BASE
Weitere Informationen
The present paper is devoted to the questions of the electroencephalograms (EEG) classification. The main objective of the work is ART Neural Network method as applied to the EEG clustering. The first section reviews the problem of epilepsy diagnostics. Then the algorithm based on the ART model is described. Adaptive Resonance Theory ( ART1) Neural Networks for fast, stable learning and prediction have been applied in a variety of areas. Applications include automatic target recognition, medical diagnosis. The paper describes ART1 model for recognition EEG patterns while diagnosing brain diseases.