Stability and distribution of steady-state somatosensory evoked potentials elicited by vibro-tactile stimulation

被引:64
作者
Breitwieser, Christian [1 ]
Kaiser, Vera [1 ]
Neuper, Christa [1 ,2 ]
Mueller-Putz, Gernot R. [1 ]
机构
[1] Graz Univ Technol, BCI Lab, Inst Knowledge Discovery, A-8010 Graz, Austria
[2] Graz Univ, Dept Psychol, A-8010 Graz, Austria
关键词
Steady-state somatosensory evoked potentials (SSSEP); Stimulation; Vibration; Tactile; EEG; BRAIN-COMPUTER INTERFACES; AMYOTROPHIC-LATERAL-SCLEROSIS; SPATIAL ATTENTION; COMMUNICATION; VIBRATION; RESPONSES; PROSTHESIS; TRANSIENT; CORTEX; HAND;
D O I
10.1007/s11517-012-0877-9
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Steady-state somatosensory evoked potentials (SSSEPs) have been elicited applying vibro-tactile stimulation to all fingertips of the right hand. Nine healthy subjects participated in two sessions within this study. All fingers were stimulated 40 times with a 200-Hz carrier frequency modulated with a rectangular signal. The frequencies of the rectangular signal ranged between 17 and 35 Hz in 2 Hz steps. Relative band power tuning curves were calculated, introducing two different methods. Person-specific resonance-like frequencies were selected based on the data from the first session. The selected resonance-like frequencies were compared with the second session using an ANOVA for repeated measures to investigate the stability of SSSEPs over time. To determine, if SSSEPs can be classified with a classifier based on unseen data, an LDA classifier was trained with data from the first and applied to data from the second session. Person-specific resonance-like frequencies within a range from 19 to 29 Hz were found. The relative band power of the resonance-like frequencies did not differ significantly between the two sessions. Significant differences were found for the two methods and the used channels. SSSEPs were classified with a hit rate from 51 to 96 %.
引用
收藏
页码:347 / 357
页数:11
相关论文
共 31 条
[31]   Brain-computer interfaces for communication and control [J].
Wolpaw, JR ;
Birbaumer, N ;
McFarland, DJ ;
Pfurtscheller, G ;
Vaughan, TM .
CLINICAL NEUROPHYSIOLOGY, 2002, 113 (06) :767-791