Title :
Pattern recognition of eye movements
Author :
Rubio, Jesus ; Avilés, Carlos ; Coello, Raymundo ; Cruz, José Francisco ; Rivero, Hector
Author_Institution :
Seccion de Estudios de Posgrado e Investig., Inst. Politec. Nac., Mexico City
fDate :
March 30 2009-April 2 2009
Abstract :
In this paper, the signals of two eye movements (up an down) where taken with a MINDSET MS-100 system. A modified adaline, the multilayer neural network and the radial basis function networks where compared for pattern recognition of the two eye movements, giving that the modified adaline and the multilayer neural networks have the best behavior.
Keywords :
biomechanics; electro-oculography; medical signal processing; pattern recognition; radial basis function networks; MINDSET MS-100 system; adaline; eye movements; multilayer neural network; pattern recognition; radial basis function networks; Iron; Pattern recognition;
Conference_Titel :
Evolving and Self-Developing Intelligent Systems, 2009. ESDIS '09. IEEE Workshop on
Conference_Location :
Nashville, TN
Print_ISBN :
978-1-4244-2754-3
DOI :
10.1109/ESDIS.2009.4938997
