A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling
Rodolfo García-Bermúdez, Camilo Velázquez-Rodríguez, Fernando Rojas Ruiz, Roberto Becerra-García, Michel Velázquez-Mariño, Liliana López, Luis Velázquez
September, 2014
Abstract
An accepted model for the saccade signal of ocular motor neurons comprises two components in the form of a pulse and a step. In this contribution, an assessment of two fitting functions for the saccadic pulse component is made, in order to obtain a reduced set of descriptors that could be used for the early diagnosis of ataxia. Results show that both models have achieved to describe the waveform of the saccadic pulse signal, revealing higher performance of Gauss series over the gamma function.
Publication
In the International Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2014, Vienna, Austria
Postdoctoral Researcher
My research interests include software engineering, artificial intelligence on code and mining software repositories.