Ensemble recordings of human subcortical neurons as a source of motor control signals for a brain-machine interface

Neurosurgery

Volumn 55, Issue 1, 2004, Pages 27-35

  Patil, Parag G ^a   Carmena, Jose M ^a   Nicolelis, Miguel A L ^a   Turner, Dennis A ^a,b  

^a DUKE UNIVERSITY MEDICAL CENTER   (United States)

^b DURHAM VA MEDICAL CENTER   (United States)

Author keywords

Brain machine interface; Neuroprosthesis; Single unit recording; Subthalamic nucleus; Thalamus

Indexed keywords

ACCURACY; ARTICLE; BRAIN; BRAIN DEPTH STIMULATION; BRAIN MACHINE INTERFACE; BRAIN NUCLEUS; CLINICAL ARTICLE; ELECTRODE; FEEDBACK SYSTEM; FORCE; HAND GRIP; HUMAN; INTRAOPERATIVE PERIOD; MACHINE; MICROWIRE ARRAY; MOTOR CONTROL; NERVE CELL; NEUROMODULATION; NEUROPROSTHESIS; NEUROSURGERY; PRIORITY JOURNAL; PROSTHESIS; SUBCORTICAL NERVE CELL; SUBTHALAMIC NUCLEUS; THALAMUS; VENTRAL INTERMEDIATE NUCLEUS; VENTRALIS ORALIS POSTERIOR;

EID: 3042701251     PISSN: 0148396X     EISSN: None     Source Type: Journal    
DOI: 10.1227/01.neu.0000126872.23715.e5     Document Type: Article

References (31)

1. Abosch A, Hutchison WD, Saint-Cyr JA, Dostrovsky JO, Lozano AM: Movement-related neurons of the subthalamic nucleus in patients with Parkinson disease. J Neurosurg 97:1167-1172, 2002.
2. Benabid AL, Koudsie A, Benazzouz A, Piallat B, Krack P, Limousin-Dowsey P, Lebas JF, Pollak P: Deep brain stimulation for Parkinson's disease. Adv Neurol 86:405-412, 2001.
3. Bishop CM: Neural Networks for Pattern Recognition. Oxford, Oxford University Press, 1995.
4. Brillinger DR: Time Series: Data Analysis and Theory. San Francisco, Holden-Day, 1981.
5. Carmena JM, Lebedev MA, Crist RE, O'Doherty JE, Santucci DM, Dimitrov DF, Patil PG, Henriquez CS, Nicolelis MA: Learning to control a brain-machine interface for reaching and grasping by primates. PloS Biol 1:E42, 2003.
6. Chapin JK: Neural prosthetic devices for quadriplegia. Curr Opin Neurol 13:671-675, 2000.
7. Cheruel F, Dormont JF, Farin D: Activity of neurons of the subthalamic nucleus in relation to motor performance in the cat. Exp Brain Res 108:206-220, 1996.
8. Demuth H, Beale M: Neural Network Toolbox. Natick, The Math Works, 2001.
9. Donoghue JP: Connecting cortex to machines: Recent advances in brain interfaces. Nat Neurosci 5[Suppl]:1085-1088, 2002.
10. Ekstrom AD, Kahana MJ, Caplan JB, Fields TA, Isham EA, Newman EL, Fried I: Cellular networks underlying human spatial navigation. Nature 425:184-188, 2003.
11. Guillery RW, Sherman SM: The thalamus as a monitor of motor outputs. Philos Trans R Soc Lond B Biol Sci 357:1809-1821, 2002.
12. Haykin S: Adaptive Filter Theory. Upper Saddle River, Prentice-Hall, 2002.
13. Helms Tillery SI, Taylor DM, Schwartz AB: Training in cortical control of neuroprosthetic devices improves signal extraction from small neuronal ensembles. Rev Neurosci 14:107-119, 2003.
14. Kennedy PR, Bakay RAE: Restoration of neural output from a paralyzed patient by a direct brain connection. Neuroreport 9:707-1711, 1998.
15. Kennedy PR, Bakay RAE, Moore MM, Adams K, Goldwaithe J: Direct control of a computer from the human central nervous system. IEEE Trans Rehabil Eng 8:198-202, 2000.
16. Kreiman G, Koch C, Fried I: Category-specific visual responses of single neurons in the human medial temporal lobe. Nat Neurosci 3:946-953, 2000.
17. Lauer RT, Peckham PH, Kilgore KL, Heetderks WJ: Applications of cortical signals to neuroprosthetic control: A critical review. IEEE Trans Rehabil Eng 8:205-208, 2000.
18. Lenz FA, Kwan HC, Dostrovsky JO, Tasker RR, Murphy JT, Lenz YE: Single unit, analysis of the human ventral thalamic nuclear group: Activity correlated with movement. Brain 113:1795-1821, 1990.
19. MacMillan ML, Dostrovsky JO, Lozano AM, Hutchison WD: Involvement of human thalamic neurons in internally- and externally-generated movements. J Neurophysiol 91:1085-1090, 2004.
20. Maynard EM, Nordhausen CT, Normann RA: The Utah Intracortical Electrode Array: A recording structure for potential brain-computer interfaces. Electroencephalogr Clin Neurophysiol 102:228-239, 1997.
21. Nicolelis MA: Actions from thoughts. Nature 409:403-407, 2001.
22. Nicolelis MA: Brain-machine interfaces to restore motor function and probe neural circuits. Nat Rev Neurosci 4:417-422, 2003.
23. Nicolelis MA, Dimitrov D, Carmena JM, Crist R, Lehew G, Kralik JD, Wise SP: Chronic, multisite, multielectrode recordings in macaque monkeys. Proc Natl Acad Sci U S A 100:11041-11046, 2003.
24. Paninski L, Fellows MR, Hatsopoulos NG, Donoghue JP: Spatiotemporal tuning of motor cortical neurons for hand position and velocity. J Neurophysiol 91:515-532, 2004.
25. Rodriguez-Oroz MC, Rodriguez M, Guridi J, Mewes K, Chockkman V, Vitek J, DeLong MR, Obeso JA: The subthalamic nucleus in Parkinson's disease: Somatotopic organization and physiological characteristics. Brain 124:1777-1790, 2001.
26. Serruya MD, Hatsopoulos NG, Paninski L, Fellows MR, Donoghue JP: Instant neural control of a movement signal. Nature 416:141-142, 2002.
27. Taylor DM, Tillery ST, Schwartz AB: Direct cortical control of 3D neuroprosthetic devices. Science 296:1829-1832, 2002.
28. Theodosopoulos PV, Marks WJ Jr, Christine C, Starr PA: Locations of movement-related cells in the human subthalamic nucleus in Parkinson's disease. Mov Disord 18:791-798, 2003.
29. 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 408:361-365, 2000.
30. Wichmann T, Bergman H, DeLong MR: The primate subthalamic nucleus: Part I-Functional properties in intact animals. J Neurophysiol 72:494-506, 1994.
31. Wolpaw JR, Birbaumer N, McFarland DJ, Pfurtscheller G, Vaughan TM: Brain-computer interfaces for communication and control. Clin Neurophysiol 113:767-791, 2002.