HermesB: A continuous neural recording system for freely behaving primates

IEEE Transactions on Biomedical Engineering

Volumn 54, Issue 11, 2007, Pages 2037-2050

  Santhanam, Gopal ^a   Linderman, Michael D ^a   Gilja, Vikash ^a   Afshar, Afsheen ^b   Ryu, Stephen I ^a   Meng, Teresa H ^a   Shenoy, Krishna V ^a  

^a Stanford University   (United States)

^b STANFORD UNIVERSITY   (United States)

Author keywords

Electrode recording stability; Freely behaving electrophysiology; Neural prostheses; Neural recordings

Indexed keywords

ACCELEROMETERS; BIODIVERSITY; ELECTRIC POTENTIAL; ELECTRODES; ELECTROPHYSIOLOGY; MAMMALS; NEURAL NETWORKS; PROSTHETICS;

DATA SETS; ELECTRODE ARRAYS; PRIMATES;

BIOMEDICAL ENGINEERING;

ACCELEROMETER; ACTION POTENTIAL; AMPLITUDE MODULATION; ANIMAL BEHAVIOR; ANIMAL EXPERIMENT; ARTICLE; ELECTRIC POTENTIAL; MACACA; NOISE; NONHUMAN; RECORDING; SIGNAL PROCESSING; SIGNAL TRANSDUCTION; WAVEFORM;

ACCELERATION; ACTION POTENTIALS; AMPLIFIERS; ANIMALS; BRAIN; DIAGNOSIS, COMPUTER-ASSISTED; ELECTRODES, IMPLANTED; ELECTROENCEPHALOGRAPHY; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; FEMALE; MACACA; MINIATURIZATION; MONITORING, AMBULATORY; PROSTHESES AND IMPLANTS;

EID: 35148899179     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2007.895753     Document Type: Article

References (41)

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, no. 6877, pp. 141-142, Mar. 2002.
2. D. M. Taylor, S. I. H. Tillery, and A. B. Schwartz, "Direct cortical control of 3D neuroprosthetic devices," Science, vol. 296, pp. 1829-1832, 2002.
3. J. M. Carmena, M. A. Lebedev, R. E. Crist, J. E. O'Doherty, D. M. Santucci, D. F. Dimitrov, P. G. Patil, C. S. Henriquez, and M. A. L. Nicolelis, "Learning to control a brain-machine interface for reaching and grasping by primates," PLoS Biol., vol. 1, no. 2, pp. 193-208, Oct. 2003.
4. S. Musallam, B. D. Corneil, B. Greger, H. Scherberger, and R. A. Andersen, "Cognitive control signals for neural prosthetics," Science, vol. 305, no. 5681, pp. 258-262, Jul. 2004.
5. G. Santhanam, S. I. Ryu, B. M. Yu, A. Afshar, and K. V. Shenoy, "A high-performance brain-computer interface," Nature, vol. 442, no. 7099, pp. 195-198, Jul. 2006.
6. L. R. Hochberg, M. D. Serruya, G. M. Friehs, J. A. Mukand, M. Saleh, A. H. Caplan, A. Branner, D. Chen, R. D. Penn, and J. P. Donoghue, "Neuronal ensemble control of prosthetic devices by a human with tetraplegia," Nature, vol. 442, no. 7099, pp. 164-171, Jul. 2006.
7. E. M. Maynard, C. T. Nordhausen, and R. A. Normann, "The Utah intracortical electrode array: A recording structure for potential brain-computer interfaces," Electroencephalogr. Clin. Neurophysiol., vol. 102, no. 3, pp. 228-239, Mar. 1997.
8. E. M. Maynard, N. G. Hatsopoulos, C. L. Ojakangas, B. D. Acuna, J. N. Sanes, R. A. Normann, and J. P. Donoghue, "Neuronal interactions improve cortical population coding of movement direction," J. Neurosci., vol. 19, no. 18, pp. 8083-8093, Sep. 1999.
9. N. Hatsopoulos, J. Joshi, and J. G. O'Leary, "Decoding continuous and discrete motor behaviors using motor and premotor cortical ensembles," J. Neurophysiol., vol. 92, pp. 1165-1174, 2004.
10. S. Suner, M. R. Fellows, C. Vargas-Irwin, G. K. Nakata, and J. P. Donoghue, "Reliability of signals from a chronically implanted, silicon-based electrode array in non-human primate primary motor cortex," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 13, no. 4, pp. 524-541, Dec. 2005.
11. A. B. Schwartz, "Cortical neural prosthetics," Ann. Rev. Neurosci., vol. 27, pp. 487-507, Jul. 2004.
12. M. S. Fee, P. P. Mitra, and D. Kleinfeld, "Variability of extracellular spike waveforms of cortical neurons," J. Neurophysiol., vol. 76, no. 6, pp. 3823-3833, Dec. 1996.
13. J. C. Williams, R. L. Rennaker, and D. R. Kipke, "Stability of chronic multichannel neural recordings: implications for a long term neural interface," Neurocomputing, vol. 26-27, pp. 1069-1076, 1999.
14. X. Liu, D. B. McCreery, L. A. Bullara, and W. F. Agnew, "Evaluation of the stability of intracortical microelectrode arrays," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 14, no. 1, pp. 91-100, Mar. 2006.
15. 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. R53-R78, Nov. 1998.
16. A. L. Vyssotski, A. N. Serkov, P. M. Itskov, G. Dell'Omo, A. V. Latanov, D. P. Wolfer, and H.-P. Lipp, "Miniature neurologgers for flying pidgeons: Multichannel EEG and action and field potentials in combination with GPS recording," J. Neurophysiol., vol. 95, no. 2, pp. 1263-1273, Feb. 2006.
17. J. Mavoori, A. Jackson, C. Diorio, and E. Fetz, "An autonomous implantable computer for neural recording and stimulation in unrestrained primates," J. Neurosci. Methods, vol. 148, no. 1, pp. 71-77, Oct. 2005.
18. I. Obeid, M. L. Nicolelis, and P. D. Wolf, "A multichannel telemetry system for single unit neural recordings," J. Neurosci. Methods, vol. 133, no. 1-2, pp. 33-38, Feb. 2004.
19. R. Harrison, P. Watkins, R. Kier, D. Black, R. Normann, and F. Solzbacher, "A low-power integrated circuit for a wireless 100 electrode neural recording system," in Proc. IEEE Int. Commun. Satellite Syst. Conf., 2006, pp. 554-555.
20. R. E. Isaacs, D. J. Weber, and A. B. Schwartz, "Work toward real-time control of a cortical neural prosthesis," IEEE Trans. Rehabil Eng., vol. 8, no. 2, pp. 196-198, Jun. 2000.
21. J. Wessberg, C. R. Stambaugh, J. D. Kralik, P. D. Beck, M. Laubach, J. K. Chapin, J. Kim, S. J. Biggs, M. A. Srinivasan, and M. A. L. Nicolelis, "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates," Nature, vol. 408, no. 6810, pp. 361-365, Nov. 2000.
22. 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, no. 4, pp. 591-596, Mar. 2003.
23. M. Sahani, "Latent variable models for neural data analysis," Ph.D. dissertation, Comput. Neural Syst., California Inst. Technol., Pasadena, CA, May 1999.
24. Z. S. Zumsteg, C. Kemere, S. O'Driscoll, G. Santhanam, R. E. Ahmed, K. V. Shenoy, and T. H. Meng, "Power feasibility of implantable digital spike sorting circuits for neural prosthetic systems," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 13, no. 3, pp. 272-279, Sep. 2005.
25. P. T. Watkins, G. Santhanam, K. V. Shenoy, and R. R. Harrison, "Validation of adaptive threshold spike detector for neural recording," in Proc. 26th Annu. Conf. IEEE Eng. Med. Biol. Soc., San Francisco, CA, Sep. 2004, vol. 6, pp. 4079-4082.
26. J. P. Donoghue, J. N. Sanes, N. G. Hatsopoulos, and G. Gál, "Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements," J. Neurophysiol., vol. 79, no. 1, pp. 159-173, Jan. 1998.
27. 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," Soc. Neurosci. Abstracts, no. 918.1, Nov. 2003, poster presentation. New Orleans, LA.
28. A. Destexhe, D. Contreras, and M. Steriade, "Spatiotemporal analysis of local field potentials and unit discharges in cat cerebral cortex during natural wake and sleep states," J. Neurosci., vol. 19, no. 11, pp. 4595-4608, Jun. 1999.
29. J. Tanji and E. V. Evarts, "Anticipatory activity of motor cortex neurons in relation to direction of an intended movement," J. Neurophysiol., vol. 39, no. 5, pp. 1062-1068, Sep. 1976.
30. M. Weinrich and S. P. Wise, "The premotor cortex of the monkey," J. Neurosci., vol. 2, no. 9, pp. 1329-1345, Sep. 1982.
31. M. Weinrich, S. P. Wise, and K. H. Mauritz, "A neurophysiological study of the premotor cortex in the rhesus monkey," Brain, vol. 107, no. 2, pp. 385-414, Jun. 1984.
32. M. Godschalk, R. N. Lemon, H. G. Kuypers, and J. van der Steen, "The involvement of monkey premotor cortex neurons in preparation of visually cued arm movements," Behav. Brain Res., vol. 18, no. 2, pp. 143-157, Nov.-Dec. 1985.
33. K. Kurata, "Distribution of neurons with set- and movement-related activity before hand and foot movements in the premotor cortex of rhesus monkeys," Exp. Brain Res., vol. 77, no. 2, pp. 245-256, Sep. 1989.
34. M. M. Churchland, B. M. Yu, S. I. Ryu, G. Santhanam, and K. V. Shenoy, "Neural variability in premotor cortex provides a signature of motor preparation," J. Neurosci., vol. 26, no. 14, pp. 3697-3712, Apr. 2006.
35. R. R. Harrison, G. Santhanam, and K. V. Shenoy, "Local field potential measurement with low-power analog integrated circuit," in Proc. 26th Annu. Conf. IEEE Eng. Med. Biol. Soc., San Francisco, CA, Sep. 2004, vol. 6, pp. 4067-4070.
36. R. N. Holdefer and L. E. Miller, "Primary motor cortical neurons encode functional muscle synergies," Exp. Brain Res., vol. 146, no. 2, pp. 233-243, Sep. 2002.
37. M. M. Morrowand L. E. Miller, "Prediction of muscle activity by populations of sequentially recorded primary motor cortex neurons," J. Neurophysiol., vol. 89, no. 4, pp. 2279-2288, Apr. 2003.
38. A. Jackson, J. Mavoori, and E. E. Fetz, "Correlations between the same motor cortex cells and arm muscles during a trained task, free behavior and natural sleep in the macaque monkey," J. Neurophysiol., vol. 97, pp. 360-374, 2007.
39. A. Jackson, C. T. Moritz, J. Mavoori, T. H. Lucas, and E. E. Fetz, "The neurochip BCI: Towards a neural prosthesis for upper limb function," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 14, no. 2, pp. 187-190, Jun. 2006.
40. C. Pouzat, M. Delescluse, P. Viot, and J. Diebolt, "Improved spike-sorting by modeling firing statistics and burst-dependent spike amplitude attenuation: A Markov chain Monte Carlo approach," J. Neurophysiol., vol. 91, no. 6, pp. 2910-2928, Jan. 2004.
41. A. Bar-Hillel, A. Spiro, and E. Stark, , L. K. Saul, Y. Weiss, and L. Bottou, Eds., "Spike sorting: Bayesian clustering of non-stationary data," in Advances in Neural Information Processing Systems 17. Cambridge, MA: MIT Press, Jan. 2004, pp. 105-112.