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Authors: Rodolfo García-Bermúdez 1 ; Camilo Velázquez 1 ; Fernando Rojas 2 ; Roberto Becerra 1 ; Michel Velazquez 1 ; Liliana López 1 and Luis Velázquez 3

Affiliations: 1 University of Holguín, Cuba ; 2 University of Granada, Spain ; 3 Centre for the Research and Rehabilitation of Hereditary Ataxias “Carlos J. Finlay”, Cuba

Keyword(s): computer aided diagnosis, classification, electro-oculography, signal processing, independent component analysis,

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.

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Paper citation in several formats:
García-Bermúdez, R., Velázquez, C., Rojas, F., Becerra, R., Velazquez, M., López, L., Velázquez and L. (2014). A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling. In Proceedings of the International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2014) - ANNIIP; ISBN 978-989-758-041-3, SciTePress, pages 88-94. DOI: 10.5220/0005136800880094

@conference{anniip14,
author={Rodolfo García{-}Bermúdez and Camilo Velázquez and Fernando Rojas and Roberto Becerra and Michel Velazquez and Liliana López and Luis Velázquez},
title={A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling},
booktitle={Proceedings of the International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2014) - ANNIIP},
year={2014},
pages={88-94},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005136800880094},
isbn={978-989-758-041-3},
}

TY - CONF

JO - Proceedings of the International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2014) - ANNIIP
TI - A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling
SN - 978-989-758-041-3
AU - García-Bermúdez, R.
AU - Velázquez, C.
AU - Rojas, F.
AU - Becerra, R.
AU - Velazquez, M.
AU - López, L.
AU - Velázquez, L.
PY - 2014
SP - 88
EP - 94
DO - 10.5220/0005136800880094
PB - SciTePress

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