Information theoretical estimators of tuning depth and time delay for motor cortex neurons

Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering

Volumn , Issue , 2007, Pages 502-505

  Wang, Yiwen ^a   Sanchez, Justin C ^b   Principe, Jose C ^a  

^a J Crayton Pruitt Family Department of Biomedical Engineering

^b UNIVERSITY OF FLORIDA COLLEGE OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COMPUTER SIMULATION; INFORMATION THEORY; INTERFACES (COMPUTER);

BRAIN MACHINE INTERFACES (BMI); INFORMATION THEORETIC TUNING DEPTH; KINEMATICS VECTORS;

NEURONS;

EID: 34548763788     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CNE.2007.369719     Document Type: Conference Paper

References (16)

1. Georgopoulos A. P., Lurito J. T., Petrides M., Schwartz A. B., and Massey J. T., "Mental rotation of the neuronal population vector", Science, 1989, vol. 243, pp. 234-236
2. Georgopoulos AP, Kalaska JF, Caminiti R, Massey JT , "On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex", J. Neurosci,. 1982, 2:1527-1537.
3. Georgopoulos A. P., Schwartz A. B., and Kettner R. E., "Neuronal population coding of movement direction", Science, 1986, vol. 233, pp. 1416-1419
4. Taylor D. M., Tillery S. I. H., and Schwartz A. B., "Direct cortical control of 3D neuroprosthetic devices", Science, 2002, vol. 296, pp. 1829-1832
5. Sanchez J. C., "From cortical neural spike trains to behavior: modeling and analysis", PhD. Dissertation, 2004, University of Florida
6. Moran D. W., Schwartz A. B., "Motor cortical representation of speed and direction during reaching," J. Neurophysiol., 1999, 82: 2676-2692
7. Roitman A. V., Pasalar S., Johnson M. T. V., Ebner T. J., "Position, direction of movement, and speed tuning to cerebellar purkinje cells during circular manual tracking in monkey", J. Neurosci., 2005, 25(40): 9244-9257
8. Eden U. T., Frank L. M., Barbieri R., Solo V., Brown E. N., "Dynamic analysis of neural encoding by point process adaptive filtering", Neural Comput,. 2004, 16(5): 971-998
9. Simoncelli E.P., Paninski L., Pillow J., Schwartz O., "Characterization of neural responses with stochastic stimuli", The New Cognitive Neurosci., 2004, 3rd edition, MIT Press
10. Chichilnisky E. J., "A simple white noise analysis of neuronal light responses", Network: Comput. Neural Syst., 200112: 199-213
11. Nicolelis, M.A.L., Ghazanfar, A.A., Faggin, B., Votaw, S., Oliveira, L.M.O. "Reconstructing the engram: simultaneous, multiple site, many single neuron recordings". Neuron 18, 1997, pp. 529-537
12. Wessberg J, Stambaugh CR, Kralik JD, Beck PD, Laubach M, Chapin JK, Kim J, Biggs SJ, Srinivasan MA, Nicolelis MA. "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates", Nature, 2000, 408:361-365
13. Kim S. P., "Design and analysis of optimal encoding models for brain machine interfaces", PhD. Dissertation, 2005, University of Florida [14] Carmena J. M., Lebedev M. A., Crist R. E., O'Doherty J. E., Santucci D. M., Dimitrov D. F., Patil P. G, Henriquez C. S., Nicolelis M. A. L., "Learning to control a brain machine interface for reaching and grasping by primates", PLoS Biology, 2003, vol. 1, issue 2, 193-208
14. Jammalamadaka S. R. and SenGupta A., Topics in Circular Statistics. River Edge, NJ: World Scientific Publishing Company, 1999
15. Fazlollah M. Reza. An Introduction to Information Theory. New York: McGraw-Hill 1961. New York: Dover 1994.
16. Parzen E., On the estimation of a probability function and the mode, Annals of Mathematical Statistics, 1962, vol. 33, no. 14, pp. 1065-1076