Title :
Comparison of steady-state visual and somatosensory evoked potentials for brain-computer interface control
Author :
Smith, Dante J. ; Varghese, Lenny A. ; Stepp, Cara E. ; Guenther, Frank H.
Author_Institution :
Grad. Program for Neurosci., Boston, MA, USA
Abstract :
Many proposed EEG-based brain-computer interfaces (BCIs) make use of visual stimuli to elicit steady-state visual evoked potentials (SSVEP), the frequency of which can be mapped to a computer input. However, such a control scheme can be ineffective if a user has no motor control over their eyes and cannot direct their gaze towards a flashing stimulus to generate such a signal. Tactile-based methods, such as somatosensory steady-state evoked potentials (SSSEP), are a potentially attractive alternative in these scenarios. Here, we compare the neural signals elicited by SSSEP to those elicited by SSVEP in naïve BCI users towards evaluating the feasibility of SSSEP-based control of an EEG BCI.
Keywords :
brain-computer interfaces; electroencephalography; medical control systems; neurophysiology; somatosensory phenomena; visual evoked potentials; EEG-based brain-computer interface control; neural signals; steady-state somatosensory evoked potentials; steady-state visual evoked potentials; tactile-based methods; visual stimuli; Electrodes; Electroencephalography; Frequency modulation; Signal to noise ratio; Steady-state; Vibrations; Visualization;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943820