Reconstruction of hand movement trajectories from a dynamic ensemble of spiking motor cortical neurons

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

Volumn 26 VI, Issue , 2004, Pages 4017-4020

  Eden, U T ^a   Truccolo, W ^b   Fellows, M R ^b   Donoghue, J P ^b   Brown, E N ^a  

^a HARVARD MIT DIVISION OF HEALTH SCIENCES AND TECHNOLOGY   (United States)

^b BROWN UNIVERSITY   (United States)

Author keywords

Dynamic Estimation; Neural Motor Prosthetics; Point Process Models

Indexed keywords

ALGORITHMS; CELLS; IMAGE CODING; KINEMATICS; NEUROLOGY; PARAMETER ESTIMATION; SIGNAL PROCESSING;

DYNAMIC ESTIMATION; HAND MOVEMENT; MOTOR CORTICAL NEURONS; NEURAL MOTOR PROSTHETICS; POINT PROCESS;

PROSTHETICS;

EID: 11144288044     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. J. P. Donoghue, "Plasticity of sensorimotor representations," Curr. Opin. Neurobiol., 5, pp 749-754, 1995
2. U. T. Eden, L. M. Frank, R. Barbieri, V. Solo, & E. N. Brown, "Dynamic analysis of neural encoding by point process adaptive filtering," Neural Computation, 5, pp 971-998, 2004
3. J. P. Donoghue, J. N. Sanes, N. G. Hatsopoulos & G. Gaal, "Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements," J. Neurophysiol. 79, pp 159-173, 1998
4. E. M. Maynard, N. G. Hatsopoulos, C. L. Ojakangas, B. D. Acuna, J. N. Sanes, R. A. Normann & J. P. Donoghue, "Neuronal interactions improve cortical population coding of movement direction," Journal of Neuroscience 19, pp 8083-8093, 1999
5. D. W. Moran & A. B. Schwartz, A.B, "Motor cortical representation of speed and direction during reaching," J. Neurophysiol. 82, pp 2676-2692, 1999
6. E. N. Brown, R. Barbieri, V. Ventura, R. E. Kass & L. M. Frank, "The time-rescaling theorem and its application to neural spike train data analysis," Neural Computation, 14, pp 345-346, 2001
7. M. D. Serruya, N. G. Hatsopoulos, L. Paninski, M. R. Fellows & J. P. Donoghue, "Instant Neural Control of a movement signal," Nature 416, pp 141-142, 2002
8. R. E. Issacs, D. J. Weber & A. B. Schwartz, "Work toward real-time control of a cortical neural prosthesis." IEEE Trans. On Rehab. Eng. 8, pp 196-198, 2000
9. B. Pesaran, J. S. Pezaris, M. Sahani, P. P. Mitra & R. A. Andersen "Temporal structure in neuronal activity during working memory in macaque parietal cortex," Nat Neurosci., 5(8), pp 805-11, 2002
10. J. Wessberg, C. R. Strambaugh, J. D. Kralik, P. D. Beck, M. Laubach, J. K. Chapin, J. Kim, S. J. Biggs, M. A. Srinivasan & M. A. Nicolelis, "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates," Nature, 408, pp 361-365, 2000