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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 %.
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页码:347 / 357
页数:11
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