Title
Automatic Glissade Determination Through a Mathematical Model in Electrooculographic Records.
Abstract
The glissadic overshoot is characterized by an unwanted type of movement known as glissades. The glissades are a short ocular movement that describe the failure of the neural programming of saccades to move the eyes in order to reach a specific target. In this paper we develop a procedure to determine if a specific saccade have a glissade appended to the end of it. The use of the third partial sum of the Gauss series as mathematical model, a comparison between some specific parameters and the RMSE error are the steps made to reach this goal. Finally a machine learning algorithm is trained, returning expected responses of the presence or not of this kind of ocular movement.
Year
DOI
Venue
2017
10.1007/978-3-319-56148-6_49
BIOINFORMATICS AND BIOMEDICAL ENGINEERING, IWBBIO 2017, PT I
Field
DocType
Volume
Computer vision,Gauss,Support vector machine,Overshoot (signal),Mean squared error,Artificial intelligence,Engineering,Saccade
Conference
10208
ISSN
Citations 
PageRank 
0302-9743
0
0.34
References 
Authors
4
5