Electrocorticographic (ECoG) correlates of human arm movements

Experimental Brain Research

Volumn 223, Issue 1, 2012, Pages 1-10

  Anderson, Nicholas R ^a   Blakely, Tim ^a   Schalk, Gerwin ^b   Leuthardt, Eric C ^a   Moran, Daniel W ^a  

^a WASHINGTON UNIVERSITY IN ST LOUIS   (United States)

^b WADSWORTH CENTER   (United States)

Author keywords

Arm tuning; Brain computer interfaces; Cosine tuning; Electrocorticography; Motor cortex; Subdural electroencephalography

Indexed keywords

ADOLESCENT; ADULT; ARM MOVEMENT; ARTICLE; BRAIN REGION; CLINICAL ARTICLE; COGNITION; ELECTROCORTICOGRAPHY; EPILEPSY; FEMALE; GAMMA RHYTHM; HAND MOVEMENT; HUMAN; KINEMATICS; MALE; PRIMARY MOTOR CORTEX; PRIMATE; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; TASK PERFORMANCE; VELOCITY;

ADOLESCENT; ADULT; AGED; ALGORITHMS; ARM; BIOMECHANICS; ELECTROENCEPHALOGRAPHY; EPILEPSY; FEMALE; HAND; HUMANS; MALE; MIDDLE AGED; MOTOR CORTEX; MOVEMENT; PSYCHOMOTOR PERFORMANCE;

EID: 84866506264     PISSN: 00144819     EISSN: 14321106     Source Type: Journal    
DOI: 10.1007/s00221-012-3226-1     Document Type: Article

References (45)

1. Anderson NR, Wisneski K, Eisenman L, Moran DW, Leuthardt EC, Krusienski DJ (2009) An offline evaluation of the autoregressive spectrum for electrocorticography. IEEE Trans Biomed Eng 56(3):913-916. doi: 10.1109/TBME.2009.2009767
2. Baker SN, Philbin N, Spinks R, Pinches EM, Wolpert DM, MacManus DG, Pauluis Q, Lemon RN (1999) Multiple single unit recording in the cortex of monkeys using independently moveable microelectrodes. J Neurosci Methods 94(1):5-17
3. Blake AJ, Rodgers FC, Bassuener A, Hippensteel JA, Pearce TM, Pearce TR, Zarnowska ED, Pearce RA, Williams JC (2010) A microfluidic brain slice perfusion chamber for multisite recording using penetrating electrodes. J Neurosci Methods. doi: 10.1016/j.jneumeth.2010.02.017
4. Bullara LA, Agnew WF, Yuen TG, Jacques S, Pudenz RH (1979) Evaluation of electrode array material for neural prostheses. Neurosurgery 5(6):681-686 (Pubitemid 10155268)
5. Caminiti R, Johnson PB, Urbano A (1990) Making arm movements within different parts of space: dynamic aspects in the primate motor cortex. J Neurosci 10(7):2039-2058
6. Chao ZC, Nagasaka Y, Fujii N (2010) Long-term asynchronous decoding of arm motion using electrocorticographic signals in monkeys. Front Neuroeng 3:3. doi: 10.3389/fneng.2010.00003
7. Crone NE, Miglioretti DL, Gordon B, Lesser RP (1998) Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. II. Event-related synchronization in the gamma band. Brain 121(Pt 12):2301-2315 (Pubitemid 28552467)
8. Dobelle WH, Stensaas SS, Mladejovsky MG, Smith JB (1973) A prosthesis for the deaf based on cortical stimulation. Ann Otol Rhinol Laryngol 82(4):445-463
9. Ganguly K, Carmena JM (2009) Emergence of a stable cortical map for neuroprosthetic control. PLoS Biol 7(7):e1000153. doi: 10.1371/journal.pbio. 1000153
10. Georgopoulos AP, Kalaska JF, Caminiti R, Massey JT (1982) On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex. J Neurosci 2(11):1527-1537 (Pubitemid 13178240)
11. Georgopoulos A, Lurito J, Petrides M, Schwartz A, Massey J (1989) Mental rotation of the neuronal population vector. Science 243:234-236 (Pubitemid 19035363)
12. Heldman DA, Wang W, Chan SS, Moran DW (2006) Local field potential spectral tuning in motor cortex during reaching. IEEE Trans Neural Syst Rehabil Eng 14(2):180-183 (Pubitemid 44150236)
13. Hochberg LR, Serruya MD, Friehs GM, Mukand JA, Saleh M, Caplan AH, Branner A, Chen D, Penn RD, Donoghue JPD-n (2006) Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature 442(7099):164-171 (Pubitemid 44086558)
14. Klobassa DS, Vaughan TM, Brunner P, Schwartz NE, Wolpaw JR, Neuper C, Sellers EW (2009) Toward a high-throughput auditory P300-based brain-computer interface. Clin Neurophysiol 120(7):1252-1261. doi: 10.1016/j.clinph.2009.04.019
15. Kubanek J, Miller KJ, Ojemann JG, Wolpaw JR, Schalk G (2009) Decoding flexion of individual fingers using electrocorticographic signals in humans. J Neural Eng 6(6):066001. doi: 10.1088/1741-2560/6/6/066001
16. Kubler A, Nijboer F, Mellinger J, Vaughan TM, Pawelzik H, Schalk G, McFarland DJ, Birbaumer N, Wolpaw JR (2005) Patients with ALS can use sensorimotor rhythms to operate a brain-computer interface. Neurology 64(10):1775-1777. doi: 10.1212/01.WNL.0000158616.43002.6D (Pubitemid 40695816)
17. Leuthardt EC, Schalk G, Wolpaw JR, Ojemann JG, Moran DW (2004) A brain-computer interface using electrocorticographic signals in humans. J Neural Eng 1(2):63-71 (Pubitemid 41079659)
18. Leuthardt EC, Miller KJ, Schalk G, Rao RPN, Ojemann JG (2006a) Electrocorticography-based brain computer interfaceThe Seattle Experience. IEEE Trans Neural Syst Rehabil Eng 14(2):194-198 (Pubitemid 44150240)
19. Leuthardt EC, Schalk G, Moran D, Ojemann JG (2006b) The emerging world of motor neuroprosthetics. A neurosurgical perspective. Neurosurgery 59(1):1-14
20. Liu X, McCreery DB, Carter RR, Bullara LA, Yuen TG, Agnew WF (1999) Stability of the interface between neural tissue and chronically implanted intracortical microelectrodes. IEEE Trans Rehabil Eng 7(3):315-326 (Pubitemid 29444312)
21. Miller KJ, Leuthardt EC, Schalk G, Rao RP, Anderson NR, Moran DW, Miller JW, Ojemann JG (2007) Spectral changes in cortical surface potentials during motor movement. J Neurosci 27(9):2424-2432. doi: 10.1523/JNEUROSCI.3886-06.2007 (Pubitemid 46340971)
22. Miller KJ, Shenoy P, den Nijs M, Sorensen LB, Rao RN, Ojemann JG (2008) Beyond the gamma band: the role of high-frequency features in movement classification. IEEE Trans Biomed Eng 55(5):1634-1637. doi: 10.1109/TBME.2008. 918569 (Pubitemid 351550734)
23. Moran DW, Schwartz AB (1999a) Motor cortical representation of speed and direction during reaching. J Neurophysiol 82(5):2676-2692
24. Moran DW, Schwartz AB (1999b) Motor cortical activity during drawing movements: population representation during spiral tracing. J Neurophysiol 82(5):2693-2704
25. Nijboer F, Sellers EW, Mellinger J, Jordan MA, Matuz T, Furdea A, Halder S, Mochty U, Krusienski DJ, Vaughan TM, Wolpaw JR, Birbaumer N, Kubler A (2008) A P300-based brain-computer interface for people with amyotrophic lateral sclerosis. Clin Neurophysiol 119(8):1909-1916. doi: 10.1016/j.clinph.2008.03.034
26. Nunez PL, Srinivasan R (2006) Electric fields of the brain: The neurophysics of EEG, 2nd edn. Oxford University Press, Oxford
27. Pistohl T, Ball T, Schulze-Bonhage A, Aertsen A, Mehring C (2008) Prediction of arm movement trajectories from ECoG-recordings in humans. J Neurosci Methods 167(1):105-114. doi: 10.1016/j.jneumeth.2007.10.001 (Pubitemid 350180091)
28. Press WH, Teukolsky SA, Vetterling WT, Flannery BP (1992) Numerical Recipes in C
29. Retterer ST, Smith KL, Bjornsson CS, Turner JN, Isaacson MS, Shain W (2008) Constant pressure fluid infusion into rat neocortex from implantable microfluidic devices. J Neural Eng 5(4):385-391. doi: 10.1088/1741-2560/5/4/003
30. Sanchez JC, Gunduz A, Carney PR, Principe JC (2008) Extraction and localization of mesoscopic motor control signals for human ECoG neuroprosthetics. J Neurosci Methods 167(1):63-81. doi: 10.1016/j.jneumeth.2007. 04.019 (Pubitemid 350180085)
31. Schalk G, McFarland DJ, Hinterberger T, Birbaumer N, Wolpaw JR (2004) BCI2000: a general-purpose brain-computer interface (BCI) system. IEEE Trans Biomed Eng 51(6):1034-1043 (Pubitemid 38661459)
32. Schalk G, Kubánek J, Miller KJ, Anderson NR, Leuthardt EC, Ojemann JG, Limbrick D, Moran D, Gerhardt LA, Wolpaw JR (2007a) Decoding two-dimensional movement trajectories using electrocorticographic signals in humans. J Neural Eng 4(3):264. doi: 10.1088/1741-2560/4/3/012
33. Schalk G, Kubanek J, Miller KJ, Anderson NR, Leuthardt EC, Ojemann JG, Limbrick D, Moran D, Gerhardt LA, Wolpaw JR (2007b) Decoding two-dimensional movement trajectories using electrocorticographic signals in humans. J Neural Eng 4(3):264-275. doi: 10.1088/1741-2560/4/3/012
34. Schalk G, Miller KJ, Anderson NR, Wilson JA, Smyth MD, Ojemann JG, Moran DW, Wolpaw JR, Leuthardt EC (2008) Two-dimensional movement control using electrocorticographic signals in humans. J Neural Eng 5(1):75-84. doi: 10.1088/1741-2560/5/1/008 (Pubitemid 351366605)
35. Schwartz AB, Moran DW (1999) Motor cortical activity during drawing movements: population representation during lemniscate tracing. J Neurophysiol 82(5):2705-2718
36. Schwartz AB, Kettner RE, Georgopoulos AP (1988) Primate motor cortex and free arm movements to visual targets in three-dimensional space. I. Relations between single cell discharge and direction of movement. J Neurosci 8(8):2913-2927
37. Schwartz AB, Cui XT, Weber DJ, Moran DW (2006) Brain-controlled interfaces: movement restoration with neural prosthetics. Neuron 52(1):205-220. doi: 10.1016/j.neuron.2006.09.019 (Pubitemid 44466359)
38. Serruya MD, Hatsopoulos NG, Paninski L, Fellows MR, Donoghue JP (2002) Instant neural control of a movement signal. Nature 416(6877):141-142 (Pubitemid 34246464)
39. Taylor DM, Tillery SI, Schwartz AB (2002) Direct cortical control of 3D neuroprosthetic devices. Science 296(5574):1829-1832 (Pubitemid 34596262)
40. Velliste M, Pere S, Spalding MC, Whitford AS, Schwartz AB (2008) Cortical control of a prosthetic arm for self-feeding. Nature 453:1098-1101. doi: 10.1038/nature06996 (Pubitemid 351871735)
41. Wang W, Chan SS, Heldman DA, Moran DW (2007) Motor cortical representation of position and velocity during reaching. J Neurophysiol 97(6):4258-4270. doi: 10.1152/jn.01180.2006 (Pubitemid 47080655)
42. Wang W, Chan SS, Heldman DA, Moran DW (2010) Motor cortical representation of hand translation and rotation during reaching. J Neurosci 30(3):958-962. doi: 10.1523/JNEUROSCI.3742-09.2010
43. Wisneski KJ, Anderson N, Schalk G, Smyth M, Moran D, Leuthardt EC (2008) Unique cortical physiology associated with ipsilateral hand movements and neuroprosthetic implications. Stroke 39(12):3351-3359. doi: 10.1161/strokeaha. 108.518175
44. Wolpaw JR, Birbaumer N (2005) Brain-computer interfaces for communication and control. Textbook of neural repair and rehabilitation. Cambridge University Press, Cambridge
45. Wolpaw JR, Birbaumer N, McFarland DJ, Pfurtscheller G, Vaughan TM (2002) Brain-computer interfaces for communication and control. Clin Neurophysiol 113(6):767-791 (Pubitemid 34621187)