Comparison of force and power generation patterns and their predictions under different external dynamic environments

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 1686-1690

  Chhatbar, Pratik Y ^a   Francis, Joseph T ^a  

^a SUNY DOWNSTATE MEDICAL CENTER   (United States)

Author keywords

Brain computer interface; Chronic microelectrode array; Forcerelated parameters; Motor learning; Neuroprosthetics; Power; Reaching movements; Robotic manipulandum

Indexed keywords

CHRONIC MICROELECTRODE ARRAY; FORCERELATED PARAMETERS; MOTOR LEARNING; NEUROPROSTHETICS; POWER; REACHING MOVEMENTS;

COMPUTER CONTROL SYSTEMS; INTERFACES (COMPUTER); MICROELECTRODES; REAL TIME CONTROL; REAL VARIABLES; ROBOTICS; ROBOTS;

BRAIN COMPUTER INTERFACE;

ALGORITHM; ANIMAL; ARTICLE; AUTOMATED PATTERN RECOGNITION; ELECTROENCEPHALOGRAPHY; ENERGY TRANSFER; EVOKED MUSCLE RESPONSE; FEMALE; MACACA RADIATA; METHODOLOGY; MOVEMENT (PHYSIOLOGY); MUSCLE CONTRACTION; PHYSIOLOGY; SKELETAL MUSCLE;

ALGORITHMS; ANIMALS; ELECTROENCEPHALOGRAPHY; ENERGY TRANSFER; EVOKED POTENTIALS, MOTOR; FEMALE; MACACA RADIATA; MOVEMENT; MUSCLE CONTRACTION; MUSCLE, SKELETAL; PATTERN RECOGNITION, AUTOMATED;

EID: 78650844483     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626832     Document Type: Conference Paper

References (28)

1. S. Musallam, B. D. Corneil, B. Greger et al., "Cognitive control signals for neural prosthetics," Science, vol. 305, no. 5681, pp. 258-62, Jul 9, 2004.
2. R. A. Andersen, J. W. Burdick, S. Musallam et al., "Cognitive neural prosthetics," Trends Cogn Sci, vol. 8, no. 11, pp. 486-93, Nov, 2004.
3. J. K. Chapin, K. A. Moxon, R. S. Markowitz et al., "Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex," Nat Neurosci, vol. 2, no. 7, pp. 664-70, Jul, 1999.
4. J. Wessberg, C. R. Stambaugh, J. D. Kralik et al., "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates," Nature, vol. 408, no. 6810, pp. 361-5, Nov 16, 2000.
5. D. M. Taylor, S. I. Tillery, and A. B. Schwartz, "Direct cortical control of 3D neuroprosthetic devices," Science, vol. 296, no. 5574, pp. 1829-32, Jun 7, 2002.
6. M. D. Serruya, N. G. Hatsopoulos, L. Paninski et al., "Instant neural control of a movement signal," Nature, vol. 416, no. 6877, pp. 141-2, Mar 14, 2002.
7. J. M. Carmena, M. A. Lebedev, R. E. Crist et al., "Learning to control a brain-machine interface for reaching and grasping by primates," PLoS Biol, vol. 1, no. 2, pp. E42, Nov, 2003.
8. J. C. Sanchez, B. Mahmoudi, J. DiGiovanna et al., "Exploiting coadaptation for the design of symbiotic neuroprosthetic assistants," Neural Netw, vol. 22, no. 3, pp. 305-15, Apr, 2009.
9. Z. Danziger, A. Fishbach, and F. Mussa-Ivaldi, "Learning Algorithms for Human-Machine Interfaces," IEEE Trans Biomed Eng, Feb 6, 2009.
10. H. K. Kim, J. M. Carmena, S. J. Biggs et al., "The muscle activation method: an approach to impedance control of brain-machine interfaces through a musculoskeletal model of the arm," IEEE Trans Biomed Eng, vol. 54, no. 8, pp. 1520-9, Aug, 2007.
11. V. S. Chib, M. A. Krutky, K. M. Lynch et al., "The separate neural control of hand movements and contact forces," J Neurosci, vol. 29, no. 12, pp. 3939-47, Mar 25, 2009.
12. S. H. Scott, "Apparatus for measuring and perturbing shoulder and elbow joint positions and torques during reaching," J Neurosci Methods, vol. 89, no. 2, pp. 119-27, Jul 15, 1999.
13. P. J. Rousche, and R. A. Normann, "Chronic recording capability of the Utah Intracortical Electrode Array in cat sensory cortex," J Neurosci Methods, vol. 82, no. 1, pp. 1-15, Jul 1, 1998.
14. R. A. Normann, E. M. Maynard, P. J. Rousche et al., "A neural interface for a cortical vision prosthesis," Vision Res, vol. 39, no. 15, pp. 2577-87, Jul, 1999.
15. P. Y. Chhatbar, L. M. von Kraus, M. Semework et al., "A biofriendly and economical technique for chronic implantation of multiple microelectrode arrays," J Neurosci Methods, vol. 188, no. 2, pp. 187-94, May 15, 2010.
16. D. L. Adams, J. R. Economides, C. M. Jocson et al., "A biocompatible titanium headpost for stabilizing behaving monkeys," J Neurophysiol, vol. 98, no. 2, pp. 993-1001, Aug, 2007.
17. M. A. Nicolelis, D. Dimitrov, J. M. Carmena et al., "Chronic, multisite, multielectrode recordings in macaque monkeys," Proc Natl Acad Sci U S A, vol. 100, no. 19, pp. 11041-6, Sep 16, 2003.
18. K. Fukunaga, Introduction to statistical pattern recognition: Academic Pr, 1990.
19. A. H. Fagg, G. W. Ojakangas, L. E. Miller et al., "Kinetic Trajectory Decoding Using Motor Cortical Ensembles," Neural Systems and Rehabilitation Engineering, IEEE Transactions on, vol. 17, no. 5, pp. 487-496, 2009.
20. E. J. Cheng, and S. H. Scott, "Morphometry of Macaca mulatta forelimb. I. Shoulder and elbow muscles and segment inertial parameters," J Morphol, vol. 245, no. 3, pp. 206-24, Sep, 2000.
21. D. W. Cabel, P. Cisek, and S. H. Scott, "Neural activity in primary motor cortex related to mechanical loads applied to the shoulder and elbow during a postural task," J Neurophysiol, vol. 86, no. 4, pp. 2102-8, Oct, 2001.
22. I. Kurtzer, T. M. Herter, and S. H. Scott, "Random change in cortical load representation suggests distinct control of posture and movement," Nat Neurosci, vol. 8, no. 4, pp. 498-504, Apr, 2005.
23. D. Nozaki, I. Kurtzer, and S. H. Scott, "Limited transfer of learning between unimanual and bimanual skills within the same limb," Nat Neurosci, vol. 9, no. 11, pp. 1364-6, Nov, 2006.
24. D. Nozaki, and S. H. Scott, "Multi-compartment model can explain partial transfer of learning within the same limb between unimanual and bimanual reaching," Exp Brain Res, vol. 194, no. 3, pp. 451-63, Apr, 2009.
25. A. P. Georgopoulos, J. Ashe, N. Smyrnis et al., "The motor cortex and the coding of force," Science, vol. 256, no. 5064, pp. 1692-5, Jun 19, 1992.
26. K. M. Graham, K. D. Moore, D. W. Cabel et al., "Kinematics and kinetics of multijoint reaching in nonhuman primates," J Neurophysiol, vol. 89, no. 5, pp. 2667-77, May, 2003.
27. I. Kurtzer, T. M. Herter, and S. H. Scott, "Nonuniform distribution of reach-related and torque-related activity in upper arm muscles and neurons of primary motor cortex," J Neurophysiol, vol. 96, no. 6, pp. 3220-30, Dec, 2006.
28. R. Gupta, and J. Ashe, "Offline Decoding of End-Point Forces Using Neural Ensembles: Application to a Brain-Machine Interface," Neural Systems and Rehabilitation Engineering, IEEE Transactions on, vol. 17, no. 3, pp. 254-262, 2009.