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Automatic glissade determination through a mathematical model in electrooculographic records
- Source :
- Bioinformatics and Biomedical Engineering. Springer International Publishing; 2017. p. 546-56. (Lecture Notes in Computer Science)
- Publication Year :
- 2021
-
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.
- Subjects :
- Computer Science - Artificial Intelligence
Subjects
Details
- Database :
- arXiv
- Journal :
- Bioinformatics and Biomedical Engineering. Springer International Publishing; 2017. p. 546-56. (Lecture Notes in Computer Science)
- Publication Type :
- Report
- Accession number :
- edsarx.2104.09492
- Document Type :
- Working Paper
- Full Text :
- https://doi.org/10.1007/978-3-319-56148-6_49