Neuron selection and visual training for population vector based cortical control

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 26 VI, Issue , 2004, Pages 4607-4610

  Wahnoun, R ^a   Tillery, S I Helms ^a   He, Jiping ^a  

^a Arizona State University   (United States)

Author keywords

Algorithm; Cortical coding; Cortical control; Motor cortex; Neuroprosthetics

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; ENCODING (SYMBOLS); ERROR CORRECTION; OPTIMAL CONTROL SYSTEMS; PARAMETER ESTIMATION; PERSONNEL TRAINING; SENSORY PERCEPTION; VIRTUAL REALITY;

CORTICAL CODING; CORTICAL CONTROL; MOTOR CORTEX; NEUROPROSTHETICS;

NEUROLOGY;

EID: 11144339321     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. S. I. Helms Tillery, D. M. Taylor, and A. B. Schwartz, "Changes in neuronal information about target with training in cortical control," Rev Neurosci, pp. 107-119, 2003.
2. D. M. Taylor, S. I. Helms Tillery, and A. B. Schwartz, "Information conveyed through brain-control: cursor versus robot," IEEE Trans Neural Sys Rehab Eng,vol. 11, pp. 195-199, 2003.
3. D. M. Taylor, S. I. Tillery, and A. B. Schwartz, "Direct cortical control of 3D neuroprosthetic devices," Science, vol. 296, pp. 1829-32., 2002.
4. D. M. Taylor and A. B. Schwartz, "Using virtual reality to test the feasibility of controlling an upper limb FES-system directly from multi-unit activity in motor cortex," presented at Proceedings 6th Annual International Functional Electrical Stimulation Society, Cleveland, Ohio, 2001.
5. M. A. Nicolelis, "Brain-machine interfaces to restore motor function and probe neural circuits," Nat Rev Neurosci, vol. 4, pp. 417-22, 2003.
6. M. A. Nicolelis, D. Dimitrov, J. M. Carmena, R. Crist, G. Lehew, J. D. Kralik, and S. P. Wise, "Chronic, multisite, multielectrode recordings in macaque monkeys," Proc Natl Acad Sci USA, vol. 100, pp. 11041-6, 2003.
7. A. B. Schwartz, D. M. Taylor, and S. I. Tillery, "Extraction algorithms for cortical control of arm prosthetics," Curr Opin Neurobiol, vol. 11, pp. 701-7., 2001.
8. J. M. Carmena, M. A. Lebedev, R. E. Crist, J. E. O'Doherty, D. M. Santucci, D. Dimitrov, P. G. Patil, C. S. Henriquez, and M. A. Nicolelis, "Learning to control a brain-machine interface for reaching and grasping by primates," PLoS Biol, vol. 1, pp. E42, 2003.
9. J. Wessberg, C. R. Stambaugh, J. D. Kralik, P. D. Beck, M. Laubach, J. K. Chapin, J. Kim, S. J. Biggs, M. A. Srinivasan, and M. A. Nicolelis, "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates," Nature, vol. 408, pp. 361-5., 2000.
10. M. D. Serruya, N. G. Hatsopoulos, L. Paninski, M. R. Fellows, and J. P. Donoghue, "Brain-machine interface: Instant neural control of a movement signal," Nature, vol. 416, pp. 141-2., 2002.
11. A. B. Schwartz, D. W. Moran, and G. A. Reina, "Differential representation of perception and action in the frontal cortex," Science, vol. 303, pp. 380-3, 2004.
12. G. A. Reina, D. W. Moran, and A. B. Schwartz, "On the relationship between joint angular velocity and motor cortical discharge during reaching," J Neurophysiol, vol. 85, pp. 2576-89., 2001.
13. A. P. Georgopoulos, A. B. Schwartz, and R. E. Kettner, "Neuronal population coding of movement direction," Science, vol. 233, pp. 1416-1419, 1986.
14. A. P. Georgopoulos, J. F. Kalaska, M. D. Crutcher, R. Caminiti, and J. T. Massey, "The representation of movement direction in the motor cortex: single cell and population studies," in Dynamic Aspects of Neocortical Function, G. M. Edelman, WE Gail, and W. M. Cowan, Eds., 1984, pp. 501-524.
15. A. P. Georgopoulos, R. Caminiti, J. F. Kalaska, and J. T. Massey, "Spatial coding of movement: a hypothesis concerning the coding of movement direction by motor cortical populations," Exp Brain Res, vol. Suppl. 7, pp. 327-336, 1983.