第3期 王斐，等：脑机接口研究进展 ·199. USA,1994:3448-3451 [71]ANDERSON C W,SIJERCIC Z.Classification of EEG [63]PREGENZER M,PFURTSCHELLER G.Frequency com- signals from four subjects during five mental tasks[C]/ ponent selection for an EEG-based brain to computer inter- Proceedings of the International Conference on Engineering face[J].IEEE Transactions on Rehabilitation Engineer- Applications of Neural Networks.London,UK,1996: ing,1999,7(4):413-419. 407-414. [64]GLASSMAN E L.A wavelet-like filter based on neuron ac- [72]PALANIAPPAN R.Brain computer interface design using tion potentials for analysis of human scalp electroencepha- band powers extracted during mental tasks[C]//Proceed- lographs[J].IEEE Transactions on Biomedical Engineer- ings of the 2nd International IEEE/EMBS Conference on ing,2005,52(11):1851-1862. Neural Engineering.Arlington,USA,2005:321-324. [65]GRAIMANN B,HUGGINS J E,SCHLOGL A,et al.De- [73 ]KEIRN Z A,AUNON J I.A new mode of communication tection of movement-related patterns in ongoing single- between man and his surroundings[J].IEEE Transactions channel electrocorticogram[J].IEEE Transactions on on Biomedical Engineering,1990,37(12):1209-1214. Neural Systems and Rehabilitation Engineering,2004,51 [74]SOLHJOO S,NASRABADI A M,GOLPAYEGANI M R (6):954962. H.Classification of chaotic signals using HMM classifiers: 66]DER R MILLAN J,MARCO F,MOURINO J,et al.Rel- EEG-based mental task classification[C]//Proceedings of evant EEG features for the classification of spontaneous mo- the 13th European Signal Processing Conference.Antalya, tor-related tasks[J].Biological Cybemetics,2002,86 Turkey,2005:14. (2):89-95. 作者简介： [67]BOSTANOV V.BCI competition 2003-data sets Ib and 王斐，男，1974年生，副教授，中国 IIb:feature extraction from event-related brain potentials 自动化学会机器人专业委员会委员，主 with the continuous wavelet transform and the t-value scal- 要研究方向为人机交互、智能机器人， ogram[J].IEEE Transactions on Biomedical Engineering, 主持和参与国家级、省部级基金项目10 2004,51(6):1057-1061. 余项，发表学术论文40余篇。 68]GARRETT D,PETERSON D A,ANDERSON C W,et al. Comparison of linear,nonlinear,and feature selection methods for EEG signal classification[J].IEEE Transac- 张育中，男，1987年生，博士研究 tions on Neural System and Rehabilitation Engineering, 生，主要研究方向为脑机接口、模式识 2003,11(2):141-144. 别等。 69]RAKOTOMAMONJY A,GUIGUE V,MALLET G,et al. Ensemble of SVMs for improving brain computer interface P300 speller performances[J].Lecture Notes in Computer Science,2005,3696:4550. [70]KAPER M,MEINICKE P,GROSSEKATHOEFER U,et 宁廷会，女，1987年生，硕士研究 al.BCI competition 2003-data set IIb:support vector 生，主要研究方向为时频信息处理、模 machines for the p300 speller paradigm[J].IEEE Trans- 式识别等. actions on Biomedical Engineering,2004,51(6):1073- 1076