Title :
Effect of the combination of different numbers of flickering frequencies in an SSVEP-BCI for healthy volunteers and stroke patients
Author :
Carvalho, Sarah N. ; Costa, Thiago B. S. ; Uribe, Luisa F. S. ; Soriano, Diogo C. ; Almeida, Sara R. M. ; Min, Li L. ; Castellano, Gabriela ; Attux, Romis
Author_Institution :
Fed. Univ. of Ouro Preto, Ouro Preto, Brazil
Abstract :
The steady-state visually evoked potential (SSVEP) is a particular response of the brain observed as an oscillating wave induced by repetitive visual stimulation. This paper focuses on the use of this paradigm for the construction of a brain-computer interface (BCI) system using different numbers of visual stimuli in different frequencies. The responses were analyzed for healthy subjects and stroke patients and show that a suitable choice of stimulation frequencies can be of paramount importance insofar as the system performance is concerned.
Keywords :
bioelectric potentials; brain; brain-computer interfaces; SSVEP-BCI; brain-computer interface system; oscillating wave; steady-state visually evoked potential; visual stimulation; Accuracy; Brain-computer interfaces; Electrodes; Electroencephalography; Feature extraction; Steady-state; Visualization;
Conference_Titel :
Neural Engineering (NER), 2015 7th International IEEE/EMBS Conference on
Conference_Location :
Montpellier
DOI :
10.1109/NER.2015.7146564