1. Performance and Implementations of Vibrotactile Brain-Computer Interface with Ipsilateral and Bilateral Stimuli.
- Author
-
Hongyan SUN, Jing JIN, Yu ZHANG, Bei WANG, and Xingyu WANG
- Subjects
VIBROTACTILE stimulation ,BRAIN-computer interfaces ,SOMATOSENSORY cortex ,BRAIN stimulation ,BIOMECHATRONICS - Abstract
The tactile P300 brain-computer interface (BCI) is related to the somatosensory perception and responst of he human brain, and is different from visual or audio BCIs. Recently, several studies focused on the tactile stimuli delivered to diffeeent parts of the human body. Most of these stimuli were symmetrically bilateral Ally a few studies explored the influence of tactile stimuli laterality. In the current study, we extensively tested the performance of a vibrotactile BCI system using ipsilateral stimuli and bilateral stimuli. Two vibrotactile P300-basd paradigms were tested. The target stimuli were located on the left and right forearms for the left forearm and right forearm (LFRF) paradigm, and on the left forearm and calf for the left forearm an left calf (LFLC) paradigm. Ten healthy subject participated in this study. Our experiments an analysis showed that the bilateral paradigm (LFRF) elicited larger P300 amplitude and achieved significantly higher classification accuracy than the ipslateral paradigm (LFLC). However, both paradigms achieved classification accuracies higher than 70 % after the completon of several trials on average, which was usually regarded as the minimum accuracy level required for BCI system to be deemed useful. [ABSTRACT FROM AUTHOR]
- Published
- 2018