Feature extraction of brain-computer interface based on improved multivariate adaptive autoregressive models

Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010

Volumn 2, Issue , 2010, Pages 895-898

  Wang, Jiang ^a,b   Xu, Guizhi ^a   Wang, Lei ^a   Zhang, Huiyuan ^b  

^a HEBEI UNIVERSITY OF TECHNOLOGY   (China)

^b Tangshan Vocational Technical College   (China)

Author keywords

Brain computer interface; Electroencephalogram; Multivariate adaptive autoregressive models

Indexed keywords

ADAPTIVE AUTOREGRESSIVE; EEG SIGNALS; ELECTROENCEPHALOGRAM; FEATURE EXTRACT; FEATURE EXTRACTION METHODS; LINEAR DISCRIMINANT ANALYSIS; MENTAL ACTIVITY; MENTAL TASKS; MOTOR IMAGERY; NONSTATIONARY;

BIOMEDICAL ENGINEERING; BRAIN; BRAIN MODELS; DISCRIMINANT ANALYSIS; ELECTROENCEPHALOGRAPHY; FEATURE EXTRACTION; INFORMATION SCIENCE; INTERFACES (COMPUTER); OPTICAL SENSORS;

BRAIN COMPUTER INTERFACE;

EID: 78650652586     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BMEI.2010.5639885     Document Type: Conference Paper

References (7)

1. J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan, "Brian-computer interfaces for communication and control," Clinical Neurophysiology, vol.113, pp.767-791, 2002.
2. N. Birbaumer, T. Hinterberger, A. Kubler, and N. Newman, "The thought-translation device: neurobehavioral mechanisms and clinical outcome," IEEE Trans. Neural Syst. Rehab. Eng., vol.11, pp.120-123, 2003.
3. C. Vidaurre and A. Schlögl, "Comparison of adaptive features with linear discriminant classifier for Brain Computer Interfaces," 30th Annual International IEEE EMBS Conference, Vancouver, British Columbia, Canada, August 20-24, 2008
4. G. Pfurtscheller and F. H. L. da Silva, "Event-related EEG/EMG synchronization and desynchronization: basic principles," Clinical. Neurophysiology, vol.110, no.11, pp. 1842-1857, 1999.
5. A. Schlögl, "The electroencephalogram and adaptive autoregressive model: theory and applications," Ph.D. dissertation, Technischen University at Graz, 2000.
6. C. W. Anderson, E. A. Stolz, and S. Shamsunder, "Multivariate autoregressive models for classification of spontaneous electroencephalogram during mental tasks," IEEE Trans. Biomedical Eng., vol.45, no.3, pp.277-286, 1998.
7. P. E. Roland, B. Larsen, N. A. Lassen, and E. Skinhoj, "Supplementary motor area and other cortical areas in organization of voluntary movements in man," J. Neurophysiol., Vol.43, pp. 118-136, 1980