An extensible infrastructure for fully automated spike sorting during online experiments

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

Volumn 26 VI, Issue , 2004, Pages 4380-4384

  Santhanam, Gopal ^a   Sahani, Maneesh ^b   Ryu, Stephen I ^a,c   Shenoy, Krishna V ^a,c  

^a Stanford University   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Extracellular; Multi unit; Neural prosthetics; Real time; Spike sorting; Unsupervised classification

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DATA ACQUISITION; ELECTROPHYSIOLOGY; MICROELECTRODES; PROBABILITY; PROSTHETICS;

MULTI-UNIT; NEURAL PROSTHETICS; SPIKE SORTING; UNSUPERVISED CLASSIFICATION;

NEUROLOGY;

EID: 11144305232     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. M.S. Lewicki, "A review of methods for spike sorting: the detection and classification of neural action potentials," Network: Comput. Neural Syst., vol. 9, no. 4, pp. 53-77, Nov. 1998.
2. M. Sahani, Latent Variable Models for Neural Data Analysis, Ph.D. thesis, Computation and Neural Systems. California Institute of Technology, 1999.
3. S. Shoham, M.R. Fellows, and R.A. Normann, "Robust, automatic spike sorting using mixtures of multivariate t-distributions," Journal of Neuroscience Methods, vol. 127, pp. 111-122, 2003.
4. J.M. Carmena et al., "Learning to control a brain machine interface for reaching and grasping by primates," PLoS Biology, vol. 1, pp. 193-208, Nov. 2003.
5. 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, March 2002.
6. D.M. Taylor, S.I. Helms-Tillery, and A.B. Schwartz, "Direct cortical control of 3d neuroprosthetic devices," Science, vol. 296, no. 3, pp. 1829-1832, June 2002.
7. F. Wood, M.J. Black, C. Vargas-Irwin, M. Fellows, and J.P. Donoghue, "On the variability of manual spike sorting," IEEE Transactions on Biomedical Engineering, special issue on Brain Machine Interfaces, 2004, in press.
8. K.V. Shenoy et al., "Neural prosthetic control signals from plan activity," NeuroReport, vol. 14, pp. 591-596, 2003.