Human motor cortical activity recorded with micro-ECoG electrodes during individual finger movements

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 586-589

  Wang, Wei ^a   Degenhart, Alan D ^a   Collinger, Jennifer L ^a   Vinjamuri, Ramana ^a   Sudre, Gustavo P ^b   Adelson, P David ^c   Holder, Deborah L ^a   Leuthardt, Eric C ^d   Moran, Daniel W ^d   Boninger, Michael L ^a   Schwartz, Andrew B ^a   Crammond, Donald J ^a   Tyler Kabara, Elizabeth C ^a   Weber, Douglas J ^a  

^a UNIVERSITY OF PITTSBURGH   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c PHOENIX CHILDREN'S HOSPITAL   (United States)

^d WASHINGTON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN COMPUTER INTERFACE; ELECTRODES; FREQUENCY BANDS; FREQUENCY DOMAIN ANALYSIS; INTERFACES (COMPUTER); MODULATION;

BRAIN-COMPUTER INTERFACE APPLICATIONS; CLASSIFICATION ACCURACY; CORTICAL ACTIVITY; FINGER MOVEMENTS; FREQUENCY DOMAINS; HIGH FREQUENCY BANDS; MINIMALLY INVASIVE; SPATIAL AND TEMPORAL RESOLUTIONS;

ELECTROPHYSIOLOGY;

EID: 77950982223     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5333704     Document Type: Conference Paper

References (15)

1. Eric C Leuthardt, Gerwin Schalk, Jonathan R Wolpaw, Jeffrey G Ojemann, and Daniel W Moran. A brain-computer interface using electrocorticographic signals in humans. J. Neural Eng., 1(2):63-71, Jun 2004.
2. G Schalk, K J Miller, N R Anderson, J A Wilson, M D Smyth, J G Ojemann, D W Moran, J R Wolpaw, and E C Leuthardt. Two-dimensional movement control using electrocorticographic signals in humans. J. Neural Eng., 5(1):75-84, Mar 2008.
3. Kai J Miller, Eric C Leuthardt, Gerwin Schalk, Rajesh P N Rao, Nicholas R Anderson, Daniel W Moran, John W Miller, and Jeffrey G Ojemann. Spectral changes in cortical surface potentials during motor movement. J Neurosci, 27(9):2424-2432, Feb 2007.
4. J Kim, J A Wilson, J Hippensteel, J Hokanson, W Wang, K Smith, K J OTTO, W Shain, D J Webber, L A Krugner-Higby, D W Moran, and J C Williams. A cortical microecog platform utilizing thin film polymer electrode arrays. In Proceedings of Society for Neuroscience Annual Meeting. Society for Neuroscience, 2008.
5. S Ben Hamed, M H Schieber, and A Pouget. Decoding m1 neurons during multiple finger movements. Journal of Neurophysiology, 98(1):327-333, Jul 2007.
6. Soumyadipta Acharya, Francesco Tenore, Vikram Aggarwal, Ralph Etienne-Cummings, Marc H Schieber, and Nitish V Thakor. Decoding individuated finger movements using volume-constrained neuronal ensembles in the m1 hand area. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 16(1):15-23, Feb 2008.
7. Gerwin Schalk, Dennis J McFarland, Thilo Hinterberger, Niels Birbaumer, and Jonathan R Wolpaw. Bci2000: a general-purpose brain-computer interface (bci) system. IEEE transactions on bio-medical engineering, 51(6):1034-1043, Jun 2004.
8. Ramana Vinjamuri, Mingui Sun, Donald Crammond, Robert Sclabassi, and Zhi-Hong Mao. Inherent bimanual postural synergies in hands. Conference proceedings : Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Conference, 2008:5093-5096, Jan 2008.
9. P Stocia and R Moses. Introduction to Spectral Analysis. Upper Saddle River, NJ: Prentice-Hall, 1997.
10. D McFarland, L McCane, S David, and J Wolpaw. Spatial filter selection for eeg-based communication. Electroencephalography and clinical Neurophysiology, Jan 1997.
11. Christopher R Genovese, Nicole A Lazar, and Thomas Nichols. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. NeuroImage, 15(4):870-878, Apr 2002.
12. G J McLachlan. Discriminant Analysis and Statistical Pattern Recognition. Wiley-Interscience, 2004.
13. N Cristianini and J Shawe-Taylor. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods. Cambridge University Press, 2000.
14. J O Ollikainen, M Vauhkonen, P A Karjalainen, and J P Kaipio. Effects of electrode properties on eeg measurements and a related inverse problem. Medical engineering & physics, 22(8):535-545, Oct 2000.
15. M Schieber and L Hibbard. How somatotopic is the motor cortex hand area? Science, Jan 1993.