Decoding hand trajectories from micro-electrocorticography in human patients

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 4091-4094

  Kellis, Spencer ^a   Hanrahan, Sara ^b   Davis, Tyler ^b   House, Paul A ^c   Brown, Richard ^b   Greger, Bradley ^b  

^a CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

^b University of Utah   (United States)

^c UNIVERSITY OF UTAH SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER CURSOR; CORTICAL SURFACES; HIGH SPATIAL RESOLUTION; HUMAN PATIENTS; MAXIMUM CORRELATION COEFFICIENT; MOTOR CORTEX; NEURAL CONTROL; OFFLINE; OUTPUT TRAJECTORY; POTENTIAL UTILITY;

TRAJECTORIES;

MEDICAL COMPUTING;

ALGORITHM; ARTICLE; BRAIN COMPUTER INTERFACE; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; EPILEPSY; EVOKED MUSCLE RESPONSE; HAND; HUMAN; MALE; METHODOLOGY; MOTOR CORTEX; MOVEMENT (PHYSIOLOGY); PATHOPHYSIOLOGY; YOUNG ADULT; ADULT;

ALGORITHMS; BRAIN MAPPING; BRAIN-COMPUTER INTERFACES; ELECTROENCEPHALOGRAPHY; EPILEPSY; EVOKED POTENTIALS, MOTOR; HAND; HUMANS; MALE; MOTOR CORTEX; MOVEMENT; YOUNG ADULT;

MLCS; MLOWN;

EID: 84880929469     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6346866     Document Type: Conference Paper

References (9)

1. J. J. Van Gompel, S. M. Stead, C. Giannini, F. B. Meyer, W. R. Marsh, T. Fountain, E. So, A. Cohen-Gadol, K. H. Lee, and G. A. Worrell, "Phase I trial: safety and feasibility of intracranial electroencephalography using hybrid subdural electrodes containing macro- and microelectrode arrays," Neurosurg Focus, vol. 25, p. E23, Sep 2008.
2. G. A. Worrell, A. B. Gardner, S. M. Stead, S. Hu, S. Goerss, G. J. Cascino, F. B. Meyer, R. Marsh, and B. Litt, "High-frequency oscillations in human temporal lobe: simultaneous microwire and clinical macroelectrode recordings," Brain, vol. 131, pp. 928-37, Apr 2008.
3. S. S. Kellis, P. A. House, K. E. Thomson, R. Brown, and B. Greger, "Human neocortical electrical activity recorded on nonpenetrating microwire arrays: applicability for neuroprostheses," Neurosurg Focus, vol. 27, p. E9, Jul 2009.
4. S. Kellis, K. Miller, K. Thomson, R. Brown, P. House, and B. Greger, "Decoding spoken words using local field potentials recorded from the cortical surface," J Neural Eng, vol. 7, p. 056007, Oct 2010.
5. J. P. Cunningham, P. Nuyujukian, V. Gilja, C. A. Chestek, S. I. Ryu, and K. V. Shenoy, "A closed-loop human simulator for investigating the role of feedback control in brain-machine interfaces," J Neurophysiol, vol. 105, pp. 1932-49, Apr 2011.
6. W. Wu, Y. Gao, E. Bienenstock, J. P. Donoghue, and M. J. Black, "Bayesian Population Decoding of Motor Cortical Activity Using a Kalman Filter," Neural Computation, vol. 18, pp. 80-118, 2006/01/01 2006.
7. Z. Jun, W. Truccolo, C. Vargas-Irwin, and J. P. Donoghue, "Decoding 3-D Reach and Grasp Kinematics From High-Frequency Local Field Potentials in Primate Primary Motor Cortex," Biomedical Engineering, IEEE Transactions on, vol. 57, pp. 1774-1784, 2010.
8. L. Srinivasan, U. T. Eden, S. K. Mitter, and E. N. Brown, "GeneralPurpose Filter Design for Neural Prosthetic Devices," Journal of Neurophysiology, vol. 98, pp. 2456-2475, October 1, 2007 2007.
9. T. Pistohl, T. Ball, A. Schulze-Bonhage, A. Aertsen, and C. Mehring, "Prediction of arm movement trajectories from ECoG-recordings in humans," Journal of Neuroscience Methods, vol. 167, pp. 105-114, 2008.