Cortical neural prosthesis performance improves when eye position is monitored

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 16, Issue 1, 2008, Pages 24-31

  Batista, Aaron P ^a   Yu, Byron M ^b   Santhanam, Gopal ^b   Ryu, Stephen I ^c   Afshar, Afsheen ^b,d   Shenoy, Krishna V ^b,c  

^a PA 15213   (United States)

^b Stanford University ^*  (United States)

^c STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

^d STANFORD UNIVERSITY   (United States)

Author keywords

Brain machine interface; Monkey; Multielectrode; Neural prosthetics; Premotor cortex

Indexed keywords

ELECTROPLATING; EYE MOVEMENTS; NEURONS; PROSTHETICS; SIGNAL PROCESSING;

CORTICAL NEURONS; ELECTRODE IMPLANTATION; GAZE; NEURAL ACTIVITY; PREMOTOR CORTEX;

NEURAL NETWORKS;

ANIMAL EXPERIMENT; ARTICLE; BRAIN CELL; ELECTRODE; EYE POSITION; MALE; NERVE CELL; NONHUMAN; PRIORITY JOURNAL; PROSTHESIS;

ALGORITHMS; ANIMALS; CALIBRATION; CEREBRAL CORTEX; ELECTRODES, IMPLANTED; ELECTROPHYSIOLOGY; EYE MOVEMENTS; HAND; MACACA MULATTA; MALE; NEURONS; POISSON DISTRIBUTION; PROSTHESES AND IMPLANTS;

EID: 35148846757     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2007.906958     Document Type: Article

References (20)

1. L. R. Hochberg, M. D. Serruya, G. M. Friehs, J. A. Mukand, M. Saleh, A. H. Caplan, A. Branner, D. Chen, R. D. Penn, and J. P. Donoghue, "Neuronal ensemble control of prosthetic devices by a human with tetraplegia," Nature, vol. 442, pp. 164-71, Jul. 13, 2006.
2. G. Santhanam, S. I. Ryu, B. M. Yu, A. Afshar, and K. V. Shenoy, "A high-performance brain-computer interface," Nature, vol. 442, pp. 195-198, Jul. 13, 2006.
3. A. Batista, B. M. Yu, G. Santhanam, S. I. Ryu, and K. V. Shenoy, "Coordinate frames for reaching in macaque dorsal premotor cortex (PMd)," in Soc. Neurosci. Annu. Meeting, San Diego, CA, 2004, pp. 191-197.
4. B. Pesaran, M. J. Nelson, and R. A. Andersen, "Dorsal premotor neurons encode the relative position of the hand, eye, and goal during reach planning," Neuron, vol. 51, pp. 125-134, Jul. 6, 2006.
5. A. P. Batista, G. Santhanam, B. M. Yu, S. I. Ryu, A. Afshar, and K. V. Shenoy, "Reference frames for reach planning in Macaque dorsal premotor cortex," J. Neurophysiol., vol. 98, pp. 966-983, Jun. 2007.
6. M. Weinrich and S. P. Wise, "The premotor cortex of the monkey," J. Neurosci., vol. 2, pp. 1329-1345, Sep. 1982.
7. J. M. Carmena, M. A. Lebedev, R. E. Crist, J. E. O'Doherty, D. M. Santucci, D. F. 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, p. E42, Nov. 2003.
8. A. P. Batista, B. M. Yu, G. Santhanam, S. I. Ryu, A. Afshar, and K. V. Shenoy, "Influence of eye position on end-point decoding accuracy in dorsal premotor cortex," in Soc. Neurosci. Annu. Meeting, Altanta, GA, 2006, p. 148.8.
9. M. Sahani, "Latent variable models for neural data analysis," Ph.D. dissertation, California Inst. Technol., Pasadena, 1999.
10. G. Santhanam, M. Sahani, S. I. Ryu, and K. V. Shenoy, "An extensible infrastructure for fully automated spike sorting during online experiments," in Proc. 26th Annu. Int. Conf. IEEE EMBS, San Francisco, CA, 2004, pp. 4524-4528.
11. N. Hatsopoulos, J. Joshi, and J. G. O'Leary, "Decoding continuous and discrete motor behaviors using motor and premotor cortical ensembles," J. Neurophysiol., vol. 92, pp. 1165-1174, Aug. 2004.
12. B. M. Yu, S. I. Ryu, G. Santhanam, M. M. Churchland, and K. V. Shenoy, "Improving neural prosthetic system performance by combining plan and peri-movement activity," in IEEE EMBS 26th Annual Meeting, Sep. 2004, pp. 4516-4519.
13. K. V. Shenoy, D. Meeker, S. Cao, S. A. Kureshi, B. Pesaran, C. A. Buneo, A. P. Batista, P. P. Mitra, J. W. Burdick, and R. A. Andersen, "Neural prosthetic control signals from plan activity," NeuroReport, vol. 14, pp. 591-596, Mar. 24, 2003.
14. D. M. Taylor, S. I. Tillery, and A. B. Schwartz, "Direct cortical control of 3D neuroprosthetic devices," Science, vol. 296, pp. 1829-1832, Jun. 7, 2002.
15. S. Musallam, B. D. Corneil, B. Greger, H. Scherberger, and R. A. Andersen, "Cognitive control signals for neural prosthetics," Science, vol. 305, pp. 258-262, Jul. 9, 2004.
16. A. P. Batista, C. A. Buneo, L. H. Snyder, and R. A. Andersen, "Reach plans in eye-centered coordinates," Science, vol. 285, pp. 257-260, Jul. 9, 1999.
17. C. A. Buneo, M. R. Jarvis, A. P. Batista, and R. A. Andersen, "Direct visuomotor transformations for reaching," Nature, vol. 416, pp. 632-636, Apr. 2002.
18. R. P. Dum and P. L. Strick, "Motor areas in the frontal lobe of the primate," Physiol. Behav., vol. 77, pp. 677-682, Dec. 2002.
19. R. Caminiti, P. B. Johnson, C. Galli, S. Ferraina, and Y. Burnod, "Making arm movements within different parts of space: The premotor and motor cortical representation of a coordinate system for reaching to visual targets," J. Neurosci., vol. 11, pp. 1182-1197, May 1991.
20. S. H. Scott, L. E. Sergio, and J. F. Kalaska, "Reaching movements with similar hand paths but different arm orientations. II. Activity of individual cells in dorsal premotor cortex and parietal area 5," J. Neurophysiol., vol. 78, pp. 2413-2426, Nov. 1997.