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  4. An Approach to a Phase Model for Steady State Visually Evoked Potentials
 
conference paper

An Approach to a Phase Model for Steady State Visually Evoked Potentials

Cardona, Jaiber
•
Caicedo, Eduardo
•
Alfonso, Wilfredo
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Ibanez, J
•
Gonzalez Vargas, J
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2017
Converging Clinical And Engineering Research On Neurorehabilitation Ii, Vols 1 And 2
3rd International Conference on NeuroRehabilitation (ICNR)

One of the most used signals in Brain Machine Interfaces (BMI) is the Steady State Visually Evoked Potentials (SSVEP). In a SSVEP-based BMI, a visual stimulus that flickers in a constant frequency is presented to the user, and the system has to detect if the user is gazing the stimulus. Usually the stimulus is a rectangular signal and there are no clear criteria for select the duty cycle, which is generally fixed to 50 %. We propose a model for SSVEP that links the phase and amplitude variations in function of the duty cycle for a specific frequency. This model can be adjusted using only the phase of the SSVEP signal and it could improve the SSVEP-based BMI by selecting the duty cycle. The model was fixed for SSVEP responses in a man who is 39 years old. The mean absolute error below 0.3 rad shows that the model predicts the phase in the majority of the used frequencies.

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Type
conference paper
DOI
10.1007/978-3-319-46669-9_243
Web of Science ID

WOS:000405220400243

Author(s)
Cardona, Jaiber
Caicedo, Eduardo
Alfonso, Wilfredo
Chavarriaga, Ricardo
Millan, Jose Del R.
Editors
Ibanez, J
•
Gonzalez Vargas, J
•
Azorin, Jm
•
Akay, M
•
Pons, Jl
Date Issued

2017

Publisher

Springer International Publishing Ag

Publisher place

Cham

Published in
Converging Clinical And Engineering Research On Neurorehabilitation Ii, Vols 1 And 2
ISBN of the book

978-3-319-46669-9

978-3-319-46668-2

Total of pages

9

Series title/Series vol.

Biosystems and Biorobotics

Volume

15

Start page

1481

End page

1489

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
CNBI  
Event nameEvent placeEvent date
3rd International Conference on NeuroRehabilitation (ICNR)

Segovia, SPAIN

OCT 18-21, 2016

Available on Infoscience
September 5, 2017
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/140529
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