On neural network classification of otoneurological cases on the basis of recognition results of vestibulo-ocular reflex eye movements signal
Juhola, M.; Aalto, H.; Hirvonen, T.
Studies in Health Technology and Informatics 124: 947-952
2006
ISSN/ISBN: 0926-9630 PMID: 17108633 Document Number: 598456
We constructed a signal analysis and recognition system to compute revealing results from vestibulo-ocular reflex eye movements and their stimulation head movements of impulsive type that were generated as passive head movements with a special device designed by us for this purpose. Further, we implemented perceptron neural networks to separate healthy subjects from patients suffering from dysfunction of vestibulo-ocular reflex in either ear. We gained high classification accuracies with this method ready for routine use.