Title :
Evaluation of ERD/ERS caused by unpleasant sounds to be applied in BCIs
Author :
Atencio, A.C. ; Filho, T.F.B. ; Ferreira, Andre ; Benevides, A.B.
Author_Institution :
PPGEE, Fed. Univ. of Espirito Santo, Vitoria, Brazil
Abstract :
This paper presents the off-line evaluation of scalp EEG signals registered while a potential brain-computer-interface user was hearing unpleasant sounds. The EEG patterns of event-related desynchronization/synchronization are studied during the human perception of sound stimuli, which was given by scraping a sharp knife along the surface of a ridged metal bottle sound. This evaluation was conducted with the purpose of search the correlating EEG signals with emotional state caused by unpleasant stimuli and their influence of brain-computer-interface commands, as motor imagery commands, in order to increase the efficiency of this kind of human-machine-interface performance. It was observed that waveforms in μ and ß frequency bands of Fpl and Fp2 channels present variations that could been caused by neural activity due to the unpleasant sound stimuli.
Keywords :
brain-computer interfaces; electroencephalography; hearing; medical signal detection; medical signal processing; neurophysiology; signal classification; β frequency bands; μ frequency bands; BCI; ERD-ERS evaluation; Fp1 channels; Fp2 channels; brain-computer-interface; emotional state; event-related desynchronization; human perception; human-machine-interface performance; motor imagery commands; ridged metal bottle sound; scalp EEG signals; unpleasant sound stimuli; Brain-computer interfaces; Electrodes; Electroencephalography; Emotion recognition; Pattern recognition; Scalp; Stress;
Conference_Titel :
Biosignals and Biorobotics Conference (BRC), 2013 ISSNIP
Conference_Location :
Rio de Janerio
Print_ISBN :
978-1-4673-3024-4
DOI :
10.1109/BRC.2013.6487533