Influence of Movement Speed on Plan Activity in Monkey Pre-motor Cortex and Implications for High-Performance Neural Prosthetic System Design

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

Volumn 2, Issue , 2003, Pages 1897-1900

  Shenoy, K V ^a,b   Churchland, M M ^a   Santhanam, G ^a   Yu, B M ^a   Ryu, S I ^a,b  

^a Stanford University   (United States)

^b STANFORD UNIVERSITY   (United States)

Author keywords

Brain machine interface; Motor control; Neural coding and decoding; Reaching arm movements

Indexed keywords

ALGORITHMS; BRAIN; CELLS; COMPUTER CONTROL; COMPUTER SIMULATION; MICROELECTRODES; PROSTHETICS; SPECTRUM ANALYSIS; VISION;

BRAIN-MACHINE INTERFACES; MOTOR CONTROL; NEURAL CODING AND DECODING; REACHING ARM MOVEMENTS;

NEUROLOGY;

EID: 1542271431     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. M. D. Serruya, N. G. Hatsopoulos, L. Paninski, M. R. Fellows and J.P. Donoghue, "Instant neural control of a movement signal," Nature, vol. 416, pp. 141-142, 2002.
2. D. M. Taylor, S. I. Helms Tillery and A. B. Schwartz, "Direct cortical control of 3D neuroprosthetic devices," Science, vol. 296, pp. 1829-1832, 2002.
3. J. Wessberg, C. R. Stambaugh, J. D. Kralik, P. D. Beck, M. Laubach, J. K. Chapin, J. Kim, S. J. Biggs, M. A. Srinivasan, M. A. L. Nicolelis, "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates," Nature, vol. 408, pp. 361-365, 2000.
4. P. R. Kennedy, R. A. E. Bakay, M. M. Moore, K. Adams and J. Goldwaithe, "Direct control of a computer from the human central nervous system," IEEE Trans. Rehab. Engr., vol. 8, pp. 198-202, 2000.
5. C. T. Kemere, G. Santhanam, B. M. Yu, K. V. Shenoy and T. H. Meng, "Decoding of plan and peri-movement neural signals in prosthetic systems," in Proc. IEEE Workshop on Signal Processing Systems (SIPS'02), pp. 276-283.
6. G. Santhanam and K. V. Shenoy, "Methods for estimating neural step sequences in neural prosthetic applications," IEEE EMBS Conf. on Neural Eng., Capri Island, Italy, pp. 344-347, 2003.
7. K. V. Shenoy, D. Meeker, S. Cao, S. A. Kureshi, B. Pesaran, P. Mitra, C. A. Buneo, A. P. Batista, J. W. Burdick and R. A. Andersen, "Neural prosthetic control signals from plan activity," NeuroReport, vol. 14, pp. 591-596, 2003.
8. J. Messier and J. F. Kalaska, "Covariation of primate dorsal premotor cell activity with direction and amplitude during a memorized-delay reaching task," J. Neurophysiol., vol. 84, pp. 152-165, 2000.
9. 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, 1997.
10. S. Kakei, D. S. Hoffman and P. L. Strick, "Direction of action is represented in the ventral premotor cortex," Nat. Neurosci., vol. 4, pp. 1020-1025, 2001.
11. S. Hocherman and S. P. Wise, "Effects of hand movement path on motor cortical activity in awake, behaving rhesus-monkeys," Experimental Brain Res. vol.83, pp. 285-302, 1991.
12. M. M. Churchland and K. V. Shenoy, "Movement speed alters distance tuning of plan activity in monkey pre-motor cortex," in Soc. for Neurosci, 2003.
13. J. P. Donoghue, J. N. Sanes, N. G. Hatsopoulos and G. Gaal, "Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements," J. Neurophysiol. vol. 79, pp. 159-173, 1998.
14. D. B. Percival and A. T. Walden, Spectral Analysis for Physical Applications. Cambridge, UK: Cambridge Univ. Press, 1993.
15. G. Santhanam, M. M. Churchland, M. Sahani and K. V. Shenoy, "Local field potential activity varies with reach distance, direction, and speed in monkey pre-motor cortex," in Soc. for Neurosci., 2003.