Brain-machine interfaces: From macroto microcircuits

Recent Advances on the Modular Organization of the Cortex

Volumn , Issue , 2015, Pages 407-428

  Lebedev, Mikhail ^a   Opris, Ioan ^b  

^a DUKE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b WAKE FOREST UNIVERSITY HEALTH SCIENCES   (United States)

Author keywords

Brain circuits; Brain machine interface; Multichannel neural recordings; Neuroprosthesis

Indexed keywords

EID: 84943646861     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-94-017-9900-3_21     Document Type: Chapter

References (48)

1. Andersen RA, Hwang EJ, Mulliken GH (2010) Cognitive neural prosthetics. Annu Rev Psychol 61:169–190
2. Bach-y-Rita P, Kercel W (2003) Sensory substitution and the human-machine interface. Trends Cogn Sci 7:541–546
3. Song D, Tanguay AR, Wills J (2005) Restoring lost cognitive function. IEEE Eng Med Biol Mag 24:30–44
4. Berger TW, Hampson RE, Song D, Goonawardena A, Marmarelis VZ, Deadwyler SA (2011) A cortical neural prosthesis for restoring and enhancing memory. J Neural Eng 8(4):046017
5. Birbaumer N, Ghanayim N, Hinterberger T, Iversen I, Kotchoubey B, Kubler A, Perelmouter J, Taub E, Flor H (1999) A spelling device for the paralysed. Nature 398:297–298
6. Birbaumer N, Murguialday AR, Cohen L (2008) Brain-computer interface in paralysis. Curr Opin Neurol 21:634–638
7. Brindley GS, Lewin WS (1968) The sensations produced by electrical stimulation of the visual cortex. J Physiol 196:479–493
8. Buxhoeveden DP, Casanova MF (2002) The minicolumn hypothesis in neuroscience. Brain 125(5):935–951
9. Carmena JM, Lebedev MA, Crist RE, O’Doherty JE, Santucci DM, Dimitrov DF, Patil PG, Henriquez CS, Nicolelis MA (2003) Learning to control a brain-machine interface for reaching and grasping by primates. PLoS Biol 1 (2), E42
10. Casanova MF (2013) Canonical circuits of the cerebral cortex as enablers of neuroprosthetics. Research Topic: “Augmentation of brain function: facts, fiction and controversy”, Lebedev MA, Opris I and Casanova MF (eds). Front Syst Neurosci 7.77.
11. Chapin JK, Moxon KA, Markowitz RS, Nicolelis MA (1999) Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex. Nat Neurosci 2:664–670
12. Chase SM, Kass RE, Schwartz AB (2012) Behavioral and neural correlates of visuomotor adaptation observed through a brain-computer interface in primary motor cortex. J Neurophysiol 108:624–644
13. Cheron G, Duvinage M, De Saedeleer C, Castermans T, Bengoetxea A, Petieau M, Seetharaman K, Hoellinger T, Dan B, Dutoit T, Sylos LF, Lacquaniti F, Ivanenko Y (2012) From spinal central pattern generators to cortical network: integrated BCI for walking rehabilitation. Neural Plast 2012:375-148
14. Collinger JL, Wodlinger B, Downey JE, Wang W, Tyler-Kabara EC, Weber DJ, McMorland AJ, Velliste M, Boninger ML, Schwartz AB (2013) High-performance neuroprosthetic control by an individual with tetraplegia. Lancet 381:557–564
15. Constantinople CM, Bruno RM (2013b) Deep cortical layers are activated directly from thalamus. Science 340(6140):1591–1594
16. Cordo PJ, Gurfinkel VS (2004) Motor coordination can be fully understood only by studying complex movements. Prog Brain Res 143:29–38
17. Ichiyama RM, Lavrov I, Roy RR, Sofroniew MV, Edgerton VR (2009) Transformation of 424 M. Lebedev and I. Opris nonfunctional spinal circuits into functional states after the loss of brain input. Nat Neurosci 12:1333–1342
18. Dennett DC (1992) Consciousness explained. Back Bay Books, New York, 528. [This book contains a description of the pioneering demonstration of a brain-machine interface by Grey Walter]
19. Dobelle WH, Mladejovsky MG, Girvin JP (1974) Artificial vision for the blind: electrical stimulation of visual cortex offers hope for a functional prosthesis. Science 183:440–444
20. Ethier C, Oby ER, Bauman MJ, Miller LE (2012) Restoration of grasp following paralysis through brain-controlled stimulation of muscles. Nature 485:368–371
21. Evarts EV (1973) Motor cortex reflexes associated with learned movement. Science 179:501–503
22. Farah MJ (2002) Emerging ethical issues in neuroscience. Nat Neurosci 5:1123–1129
23. Farwell LA, Donchin E (1988) Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr Clin Neurophysiol 70:510–523
24. Fatourechi M, Bashashati A, Ward RK, Birch GE (2007) EMG and EOG artifacts in brain computer interface systems: a survey. Clin Neurophysiol 118:480–494
25. Feldman AG, Ostry DJ, Levin MF, Gribble PL, Mitnitski AB (1998) Recent tests of the equilibrium-point hypothesis (lambda model). Mot Control 2:189–205
26. Fernandes RA, Diniz B, Ribeiro R, Humayun M (2012) Artificial vision through neuronal stimulation. Neurosci Lett 519:122–128
27. Fetz EE (1969) Operant conditioning of cortical unit activity. Science 163:955–958
28. Fitzsimmons NA, Drake W, Hanson TL, Lebedev MA, Nicolelis MA (2007) Primate reaching cued by multichannel spatiotemporal cortical microstimulation. J Neurosci 27:5593–5602
29. Fitzsimmons NA, Lebedev MA, Peikon ID, Nicolelis MA (2009) Extracting kinematic parameters for monkey bipedal walking from cortical neuronal ensemble activity. Front Integr Neurosci 3:3
30. Frank K (1968) Some approaches to the technical problem of chronic excitation of peripheral nerve. Ann Otol Rhinol Laryngol 77:761–771
31. Fuster JM, Bressler SL (2012) Cognit activation: a mechanism enabling temporal integration in working memory. Trends Cogn Sci 16 (4):207–218
32. Gala N F, Nuttin M, Lew E, Ferrez PW, Vanacker G, Philips J, Milla N JR (2008) A brain-actuated wheelchair: asynchronous and non-invasive brain-computer interfaces for continuous control of robots. Clin Neurophysiol 119:2159–2169
33. 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 2:1527–1537
34. Georgopoulos AP, Lurito JT, Petrides M, Schwartz AB, Massey JT (1989) Mental rotation of the neuronal population vector. Science 243:234–236
35. Guertin PA (2009) The mammalian central pattern generator for locomotion. Brain Res Rev 62:45–56
36. Hampson RE, Gerhardt GA, Marmarelis V, Song D, Opris I, Santos L, Berger TW, Deadwyler SA (2012) Facilitation and restoration of cognitive function in primate prefrontal cortex by a neuroprosthesis that utilizes minicolumn-specific neural firing. J Neural Eng 9(5):056012 Deadwyler SA (2013) Facilitation of memory encoding in primate hippocampus by a neuroprosthesis that promotes task-specific neural firing. J Neural Eng 10(6):066013. Hatsopoulos NG, Donoghue JP (2009) The science of neural interface systems. Annu Rev Neurosci 32:249–266
37. Haykin S (2001) Adaptive filter theory, 4th edn. Prentice Hall, Upper Saddle River, 936
38. Head H, Holmes G (1911) Sensory disturbances from cerebral lesions. Brain 34:102–254
39. Penn RD, Donoghue JP (2006) Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature 442:164–171
40. SS, van der Smagt P, Donoghue JP (2012) Reach and grasp by people with tetraplegia using a neurally controlled robotic arm. Nature 485:372–375
41. Hubel DH, Wiesel TN (2005) Brain and visual perception: the story of a 25-year collaboration. Oxford University Press, Oxford, 744
42. Humphrey DR, Schmidt EM, Thompson WD (1970) Predicting measures of motor performance from multiple cortical spike trains. Science 170:758–762
43. Ifft PJ, Shokur S, Li Z, Lebedev MA, Nicolelis MA (2013) A brain-machine interface enables bimanual arm movements in monkeys. Sci Transl Med 5:210ra154
44. Iriki A, Tanaka M, Iwamura Y (1996) Coding of modified body schema during tool use by macaque postcentral neurones. Neuroreport 7:2325–2330
45. Jones LA (2011) Tactile communication systems optimizing the display of information. Prog Brain Res 192:113–128
46. Kalaska JF, Scott SH, Cisek P, Sergio LE (1997) Cortical control of reaching movements. Curr Opin Neurobiol 7:849–859
47. Kawato M (1999) Internal models for motor control and trajectory planning. Curr Opin Neurobiol 9:718–727
48. Kennedy PR, Bakay RA (1998) Restoration of neural output from a paralyzed patient by a direct brain connection. Neuroreport 9:1707–1711