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Classification of non-averaged EEG data by learning vector quantisation and the influence of signal preprocessing.

作者信息

Flotzinger D, Pfurtscheller G, Neuper C, Berger J, Mohl W

机构信息

Department of Medical Informatics, University of Technology, Graz, Austria.

出版信息

Med Biol Eng Comput. 1994 Sep;32(5):571-6. doi: 10.1007/BF02515317.

DOI:10.1007/BF02515317
PMID:7845075
Abstract
摘要

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本文引用的文献

1
The EEG as potential mapping: the value of the average monopolar reference.作为电位映射的脑电图：平均单极参考值
Electroencephalogr Clin Neurophysiol. 1950 May;2(2):213-4. doi: 10.1016/0013-4694(50)90040-x.
2
Source derivation: application to topographic mapping of visual evoked potentials.源推导：在视觉诱发电位地形图绘制中的应用。
Electroencephalogr Clin Neurophysiol. 1984 Jul;59(4):279-85. doi: 10.1016/0168-5597(84)90045-5.
3
Reference-free identification of components of checkerboard-evoked multichannel potential fields.
Med Biol Eng Comput. 1998 May;36(3):309-14. doi: 10.1007/BF02522476.
4
Graz brain-computer interface II: towards communication between humans and computers based on online classification of three different EEG patterns.
Med Biol Eng Comput. 1996 Sep;34(5):382-8. doi: 10.1007/BF02520010.
棋盘格诱发多通道电位场成分的无参考识别
Electroencephalogr Clin Neurophysiol. 1980 Jun;48(6):609-21. doi: 10.1016/0013-4694(80)90419-8.
4
Mapping of event-related desynchronization and type of derivation.事件相关去同步化映射及导联类型
Electroencephalogr Clin Neurophysiol. 1988 Aug;70(2):190-3. doi: 10.1016/0013-4694(88)90119-8.
5
The weighted average reference montage.加权平均参考导联组合
Electroencephalogr Clin Neurophysiol. 1991 Nov;79(5):361-70. doi: 10.1016/0013-4694(91)90201-e.
6
Prediction of the side of hand movements from single-trial multi-channel EEG data using neural networks.
Electroencephalogr Clin Neurophysiol. 1992 Apr;82(4):313-5. doi: 10.1016/0013-4694(92)90112-u.
7
EEG classification by learning vector quantization.
Biomed Tech (Berl). 1992 Dec;37(12):303-9. doi: 10.1515/bmte.1992.37.12.303.