메뉴 건너뛰기




Volumn 57, Issue 16, 2012, Pages 2036-2045

Development of an invasive brain-machine interface with a monkey model

Author keywords

brain machine interface; center out paradigm; general regression neural network; neural decoding; primary motor cortex; support vector machine

Indexed keywords

ANIMALIA; HAPLORHINI;

EID: 84861750529     PISSN: 10016538     EISSN: 18619541     Source Type: Journal    
DOI: 10.1007/s11434-012-5096-0     Document Type: Article
Times cited : (19)

References (53)
  • 1
    • 79959536206 scopus 로고    scopus 로고
    • Challenges and opportunities for next-generation intracortically based neural prostheses
    • Gilja V, Chestek C A, Diester I, et al. Challenges and opportunities for next-generation intracortically based neural prostheses. IEEE Trans Biomed Eng, 2011, 58: 1891-1899.
    • (2011) IEEE Trans Biomed Eng , vol.58 , pp. 1891-1899
    • Gilja, V.1    Chestek, C.A.2    Diester, I.3
  • 2
    • 79953049253 scopus 로고    scopus 로고
    • Grand challenges of brain computer interfaces in the years to come
    • Vaadia E, Birbaumer N. Grand challenges of brain computer interfaces in the years to come. Front Neurosci, 2009, 3: 151-154.
    • (2009) Front Neurosci , vol.3 , pp. 151-154
    • Vaadia, E.1    Birbaumer, N.2
  • 4
    • 33749062944 scopus 로고    scopus 로고
    • Brain-controlled interfaces: Movement restoration with neural prosthetics
    • Schwartz A B, Cui X T, Weber D J, et al. Brain-controlled interfaces: Movement restoration with neural prosthetics. Neuron, 2006, 52: 205-220.
    • (2006) Neuron , vol.52 , pp. 205-220
    • Schwartz, A.B.1    Cui, X.T.2    Weber, D.J.3
  • 5
    • 33747876221 scopus 로고    scopus 로고
    • Brain-machine interfaces: Past, present and future
    • Lebedev M A, Nicolelis M A. Brain-machine interfaces: Past, present and future. Trends Neurosci, 2006, 29: 536-546.
    • (2006) Trends Neurosci , vol.29 , pp. 536-546
    • Lebedev, M.A.1    Nicolelis, M.A.2
  • 6
    • 0035905783 scopus 로고    scopus 로고
    • Actions from thoughts
    • Nicolelis M A. Actions from thoughts. Nature, 2001, 409: 403-407.
    • (2001) Nature , vol.409 , pp. 403-407
    • Nicolelis, M.A.1
  • 7
    • 55049120616 scopus 로고    scopus 로고
    • Bridging the brain to the world: A perspective on neural interface systems
    • Donoghue J P. Bridging the brain to the world: A perspective on neural interface systems. Neuron, 2008, 60: 511-521.
    • (2008) Neuron , vol.60 , pp. 511-521
    • Donoghue, J.P.1
  • 8
    • 0033360081 scopus 로고    scopus 로고
    • Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex
    • Chapin J K, Moxon K A, Markowitz R S, et al. Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex. Nat Neurosci, 1999, 2: 664-670.
    • (1999) Nat Neurosci , vol.2 , pp. 664-670
    • Chapin, J.K.1    Moxon, K.A.2    Markowitz, R.S.3
  • 10
    • 67650829085 scopus 로고    scopus 로고
    • Intravascular neural interface with nanowire electrode
    • Watanabe H, Takahashi H, Nakao M, et al. Intravascular neural interface with nanowire electrode. Electron Commun Jpn, 2009, 92: 29-37.
    • (2009) Electron Commun Jpn , vol.92 , pp. 29-37
    • Watanabe, H.1    Takahashi, H.2    Nakao, M.3
  • 11
    • 79959536375 scopus 로고    scopus 로고
    • Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex
    • Shenoy K V, Chestek C A, Gilja V, et al. Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex. J Neural Eng, 2011, 8: 1-11.
    • (2011) J Neural Eng , vol.8 , pp. 1-11
    • Shenoy, K.V.1    Chestek, C.A.2    Gilja, V.3
  • 12
    • 67849110369 scopus 로고    scopus 로고
    • Brain-computer interfaces: An overview of the hardware to record neural signals from the cortex
    • Stieglitz T, Rubehn B, Henle C, et al. Brain-computer interfaces: An overview of the hardware to record neural signals from the cortex. Prog Brain Res, 2009, 175: 297-315.
    • (2009) Prog Brain Res , vol.175 , pp. 297-315
    • Stieglitz, T.1    Rubehn, B.2    Henle, C.3
  • 13
    • 60549113334 scopus 로고    scopus 로고
    • Extracting information from neuronal populations: Information theory and decoding approaches
    • Quiroga R Q, Panzeri S. Extracting information from neuronal populations: Information theory and decoding approaches. Nat Rev Neurosci, 2009, 10: 173-185.
    • (2009) Nat Rev Neurosci , vol.10 , pp. 173-185
    • Quiroga, R.Q.1    Panzeri, S.2
  • 14
    • 67650828332 scopus 로고    scopus 로고
    • Offline decoding of end-point forces using neural ensembles: Application to a brain-machine interface
    • Gupta R, Ashe J. Offline decoding of end-point forces using neural ensembles: Application to a brain-machine interface. IEEE Trans Neural Syst Rehabil Eng, 2009, 17: 254-262.
    • (2009) IEEE Trans Neural Syst Rehabil Eng , vol.17 , pp. 254-262
    • Gupta, R.1    Ashe, J.2
  • 15
    • 77950645686 scopus 로고    scopus 로고
    • Invasive or noninvasive: Understanding brain-machine interface technology
    • Milan R J, Carmena J M. Invasive or noninvasive: Understanding brain-machine interface technology. IEEE Eng Med Biol Mag, 2010, 29: 16-22.
    • (2010) IEEE Eng Med Biol Mag , vol.29 , pp. 16-22
    • Milan, R.J.1    Carmena, J.M.2
  • 16
    • 79954483670 scopus 로고    scopus 로고
    • A hybrid brain-computer interface based on the fusion of electroencephalographic and electromyographic activities
    • Leeb R, Sagha H, Chavarriaga R, et al. A hybrid brain-computer interface based on the fusion of electroencephalographic and electromyographic activities. J Neural Eng, 2011, 8: 1-5.
    • (2011) J Neural Eng , vol.8 , pp. 1-5
    • Leeb, R.1    Sagha, H.2    Chavarriaga, R.3
  • 17
    • 58149470842 scopus 로고    scopus 로고
    • EEG-based asynchronous BCI control of a car in 3D virtual reality environments
    • Zhao Q B, Zhang L Q, Cichocki A. EEG-based asynchronous BCI control of a car in 3D virtual reality environments. Chin Sci Bull, 2009, 54: 78-87.
    • (2009) Chin Sci Bull , vol.54 , pp. 78-87
    • Zhao, Q.B.1    Zhang, L.Q.2    Cichocki, A.3
  • 18
    • 84870782722 scopus 로고    scopus 로고
    • Target selection with hybrid feature for BCI-based 2-D cursor control
    • Long J, Li Y, Yu T, et al. Target selection with hybrid feature for BCI-based 2-D cursor control. IEEE Trans Biomed Eng, 2011, 14: 1-8.
    • (2011) IEEE Trans Biomed Eng , vol.14 , pp. 1-8
    • Long, J.1    Li, Y.2    Yu, T.3
  • 20
    • 80051503932 scopus 로고    scopus 로고
    • Statistical assessment of the stability of neural movement representations
    • Stevenson I H, Cherian A, London B M, et al. Statistical assessment of the stability of neural movement representations. J Neurophysiol, 2011, 106: 764-774.
    • (2011) J Neurophysiol , vol.106 , pp. 764-774
    • Stevenson, I.H.1    Cherian, A.2    London, B.M.3
  • 21
    • 78650994058 scopus 로고    scopus 로고
    • High accuracy decoding of movement target direction in non-human primates based on common spatial patterns of local field potentials
    • Ince N F, Gupta R, Arica S, et al. High accuracy decoding of movement target direction in non-human primates based on common spatial patterns of local field potentials. PLoS ONE, 2010, 5: 1-11.
    • (2010) PLoS ONE , vol.5 , pp. 1-11
    • Ince, N.F.1    Gupta, R.2    Arica, S.3
  • 22
    • 79955901426 scopus 로고    scopus 로고
    • A study on combining local field potential and single unit activity for better neural decoding
    • Zhang S, Jiang B, Zhu J, et al. A study on combining local field potential and single unit activity for better neural decoding. Int J Imag Syst Tech, 2011, 21: 165-172.
    • (2011) Int J Imag Syst Tech , vol.21 , pp. 165-172
    • Zhang, S.1    Jiang, B.2    Zhu, J.3
  • 23
    • 77951116046 scopus 로고    scopus 로고
    • Neural decoding based on probabilistic neural network
    • Yu Y, Zhang S M, Zhang H J, et al. Neural decoding based on probabilistic neural network. J Zhejiang Univ Sci B, 2010, 11: 298-306.
    • (2010) J Zhejiang Univ Sci B , vol.11 , pp. 298-306
    • Yu, Y.1    Zhang, S.M.2    Zhang, H.J.3
  • 24
    • 45749117611 scopus 로고    scopus 로고
    • Cortical control of a prosthetic arm for self-feeding
    • Velliste M, Perel S, Spalding M C, et al. Cortical control of a prosthetic arm for self-feeding. Nature, 2008, 453: 1098-1101.
    • (2008) Nature , vol.453 , pp. 1098-1101
    • Velliste, M.1    Perel, S.2    Spalding, M.C.3
  • 25
    • 57349121112 scopus 로고    scopus 로고
    • Direct control of paralysed muscles by cortical neurons
    • Moritz C T, Perlmutter S I, Fetz E E. Direct control of paralysed muscles by cortical neurons. Nature, 2008, 456: 639-642.
    • (2008) Nature , vol.456 , pp. 639-642
    • Moritz, C.T.1    Perlmutter, S.I.2    Fetz, E.E.3
  • 26
    • 0034676422 scopus 로고    scopus 로고
    • Real-time prediction of hand trajectory by ensembles of cortical neurons in primates
    • Wessberg J, Stambaugh C R, Kralik J D, et al. Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature, 2000, 408: 361-365.
    • (2000) Nature , vol.408 , pp. 361-365
    • Wessberg, J.1    Stambaugh, C.R.2    Kralik, J.D.3
  • 27
    • 0037075605 scopus 로고    scopus 로고
    • Instant neural control of a movement signal
    • Serruya M D, Hatsopoulos N G, Paninski L, et al. Instant neural control of a movement signal. Nature, 2002, 416: 141-142.
    • (2002) Nature , vol.416 , pp. 141-142
    • Serruya, M.D.1    Hatsopoulos, N.G.2    Paninski, L.3
  • 28
    • 79954552027 scopus 로고    scopus 로고
    • Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array
    • Simeral J D, Kim S P, Black M J, et al. Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array. J Neural Eng, 2011, 8: 1-24.
    • (2011) J Neural Eng , vol.8 , pp. 1-24
    • Simeral, J.D.1    Kim, S.P.2    Black, M.J.3
  • 29
    • 3042698238 scopus 로고    scopus 로고
    • Comparative mapping of higher visual areas in monkeys and humans
    • Orban G A, van E D, Vanduffel W. Comparative mapping of higher visual areas in monkeys and humans. Trends Cognit Sci, 2004, 8: 315-324.
    • (2004) Trends Cognit Sci , vol.8 , pp. 315-324
    • Orban, G.A.1    van, E.D.2    Vanduffel, W.3
  • 30
    • 80053636567 scopus 로고    scopus 로고
    • Decoding the activity of grasping neurons recorded from the ventral premotor area F5 of the macaque monkey
    • Carpaneto J, Umiltà M A, Fogassi L, et al. Decoding the activity of grasping neurons recorded from the ventral premotor area F5 of the macaque monkey. Neuroscience, 2011, 188: 80-94.
    • (2011) Neuroscience , vol.188 , pp. 80-94
    • Carpaneto, J.1    Umiltà, M.A.2    Fogassi, L.3
  • 31
    • 0141479956 scopus 로고    scopus 로고
    • Chronic, multisite, multielectrode recordings in macaque monkeys
    • Nicolelis M A, Dimitrov D, Carmena J M, et al. Chronic, multisite, multielectrode recordings in macaque monkeys. Proc Natl Acad Sci USA, 2003, 100: 11041-11046.
    • (2003) Proc Natl Acad Sci USA , vol.100 , pp. 11041-11046
    • Nicolelis, M.A.1    Dimitrov, D.2    Carmena, J.M.3
  • 32
    • 67649612718 scopus 로고    scopus 로고
    • Signaling of grasp dimension and grasp force in dorsal premotor cortex and primary motor cortex neurons during reach to grasp in the monkey
    • Hendrix C M, Mason C R, Ebner T J. Signaling of grasp dimension and grasp force in dorsal premotor cortex and primary motor cortex neurons during reach to grasp in the monkey. J Neurophysiol, 2009, 102: 132-145.
    • (2009) J Neurophysiol , vol.102 , pp. 132-145
    • Hendrix, C.M.1    Mason, C.R.2    Ebner, T.J.3
  • 33
    • 79551599358 scopus 로고    scopus 로고
    • Learning to move machines with the mind
    • Green A M, Kalaska J F. Learning to move machines with the mind. Trends Neurosci, 2011, 34: 61-75.
    • (2011) Trends Neurosci , vol.34 , pp. 61-75
    • Green, A.M.1    Kalaska, J.F.2
  • 34
    • 0023034513 scopus 로고
    • Neuronal population coding of movement direction
    • Georgopoulos A P, Schwartz A B, Kettner R E. Neuronal population coding of movement direction. Science, 1986, 233: 1416-1419.
    • (1986) Science , vol.233 , pp. 1416-1419
    • Georgopoulos, A.P.1    Schwartz, A.B.2    Kettner, R.E.3
  • 35
    • 0020401276 scopus 로고
    • On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex
    • Georgopoulos A P, Kalaska J F, Caminiti R, et al. On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex. J Neurosci, 1982, 2: 1527-1537.
    • (1982) J Neurosci , vol.2 , pp. 1527-1537
    • Georgopoulos, A.P.1    Kalaska, J.F.2    Caminiti, R.3
  • 36
    • 70350433017 scopus 로고    scopus 로고
    • Cortical representation of ipsilateral arm movements in monkey and man
    • Ganguly K, Secundo L, Ranade G, et al. Cortical representation of ipsilateral arm movements in monkey and man. J Neurosci, 2009, 29: 12948-12956.
    • (2009) J Neurosci , vol.29 , pp. 12948-12956
    • Ganguly, K.1    Secundo, L.2    Ranade, G.3
  • 37
    • 57149085744 scopus 로고    scopus 로고
    • Detecting neural-state transitions using hidden Markov models for motor cortical prostheses
    • Kemere C, Santhanam G, Yu B M, et al. Detecting neural-state transitions using hidden Markov models for motor cortical prostheses. J Neurophysiol, 2008, 100: 2441-2452.
    • (2008) J Neurophysiol , vol.100 , pp. 2441-2452
    • Kemere, C.1    Santhanam, G.2    Yu, B.M.3
  • 38
    • 77954853385 scopus 로고    scopus 로고
    • Decoding complete reach and grasp actions from local primary motor cortex populations
    • Vargas-Irwin C E, Shakhnarovich G, Yadollahpour P, et al. Decoding complete reach and grasp actions from local primary motor cortex populations. J Neurosci, 2010, 30: 9659-9669.
    • (2010) J Neurosci , vol.30 , pp. 9659-9669
    • Vargas-Irwin, C.E.1    Shakhnarovich, G.2    Yadollahpour, P.3
  • 39
    • 0037036102 scopus 로고    scopus 로고
    • Direct cortical control of 3D neuroprosthetic devices
    • Taylor D M, Helms S I, Schwartz A B. Direct cortical control of 3D neuroprosthetic devices. Science, 2002, 296: 1829-1832.
    • (2002) Science , vol.296 , pp. 1829-1832
    • Taylor, D.M.1    Helms, S.I.2    Schwartz, A.B.3
  • 40
    • 39349113775 scopus 로고    scopus 로고
    • Decoding individuated finger movements using volume-constrained neuronal ensembles in the M1 hand area
    • Acharya S, Tenore F, Aggarwal V, et al. Decoding individuated finger movements using volume-constrained neuronal ensembles in the M1 hand area. IEEE Trans Neural Syst Rehabil Eng, 2008, 16: 15-23.
    • (2008) IEEE Trans Neural Syst Rehabil Eng , vol.16 , pp. 15-23
    • Acharya, S.1    Tenore, F.2    Aggarwal, V.3
  • 41
    • 16344363618 scopus 로고    scopus 로고
    • Closed-loop cortical control of direction using support vector machines
    • Olson B P, Si J, Hu J, et al. Closed-loop cortical control of direction using support vector machines. IEEE Trans Neural Syst Rehabil Eng, 2005, 13: 72-80.
    • (2005) IEEE Trans Neural Syst Rehabil Eng , vol.13 , pp. 72-80
    • Olson, B.P.1    Si, J.2    Hu, J.3
  • 42
    • 34547652868 scopus 로고    scopus 로고
    • Predicting movement from multiunit activity
    • Stark E, Abeles M. Predicting movement from multiunit activity. J Neurosci, 2007, 27: 8387-8394.
    • (2007) J Neurosci , vol.27 , pp. 8387-8394
    • Stark, E.1    Abeles, M.2
  • 43
    • 80051969172 scopus 로고    scopus 로고
    • Building brain machine interfaces: From rat to monkey
    • J. Y. Yen, P. L. Hsu, and S. H. Tsai (Eds.), California: IEEE Computer Society
    • Zhang Q, Zhang S, Lin J, et al. Building brain machine interfaces: From rat to monkey. In: Yen J Y, Hsu P L, Tsai S H, eds. Proceedings of 2011 8th Asian Control Conference, 2011 May 15-18, Kaohsiung. California: IEEE Computer Society, 2011. 886-891.
    • (2011) Proceedings of 2011 8th Asian Control Conference, 2011 May 15-18, Kaohsiung , pp. 886-891
    • Zhang, Q.1    Zhang, S.2    Lin, J.3
  • 44
    • 29544436692 scopus 로고    scopus 로고
    • Reliability of signals from a chronically implanted, silicon-based electrode array in non-human primate primary motor cortex
    • Suner S, Fellows M R, Vargas-Irwin C, et al. Reliability of signals from a chronically implanted, silicon-based electrode array in non-human primate primary motor cortex. IEEE Trans Neural Syst Rehabil Eng, 2005, 13: 524-541.
    • (2005) IEEE Trans Neural Syst Rehabil Eng , vol.13 , pp. 524-541
    • Suner, S.1    Fellows, M.R.2    Vargas-Irwin, C.3
  • 45
    • 0242288813 scopus 로고    scopus 로고
    • The support vector machine under test
    • Meyer D, Leisch F, Hornik K. The support vector machine under test. Neurocomputing, 2003, 55: 169-186.
    • (2003) Neurocomputing , vol.55 , pp. 169-186
    • Meyer, D.1    Leisch, F.2    Hornik, K.3
  • 46
    • 0026254768 scopus 로고
    • A general regression neural network
    • Specht D F. A general regression neural network. IEEE Trans Neural Netw, 1991, 2: 568-576.
    • (1991) IEEE Trans Neural Netw , vol.2 , pp. 568-576
    • Specht, D.F.1
  • 47
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • Parzen E. On estimation of a probability density function and mode. Ann Math Stat, 1962, 33: 1065-1076.
    • (1962) Ann Math Stat , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 48
    • 35148843766 scopus 로고    scopus 로고
    • Single-neuron stability during repeated reaching in macaque premotor cortex
    • Chestek C A, Batista A P, Santhanam G, et al. Single-neuron stability during repeated reaching in macaque premotor cortex. J Neurosci, 2007, 27: 10742-10750.
    • (2007) J Neurosci , vol.27 , pp. 10742-10750
    • Chestek, C.A.1    Batista, A.P.2    Santhanam, G.3
  • 49
    • 0033958991 scopus 로고    scopus 로고
    • Directional tuning profiles of motor cortical cells
    • Amirikian B, Georgopulos A P. Directional tuning profiles of motor cortical cells. Neurosci Res, 2000, 36: 73-79.
    • (2000) Neurosci Res , vol.36 , pp. 73-79
    • Amirikian, B.1    Georgopulos, A.P.2
  • 50
    • 72549116492 scopus 로고    scopus 로고
    • Extracting kinematic parameters for monkey bipedal walking from cortical neuronal ensemble activity
    • Fitzsimmons N A, Lebedev M A, Peikon I D, et al. Extracting kinematic parameters for monkey bipedal walking from cortical neuronal ensemble activity. Front Integr Neurosci, 2009, 3: 1-19.
    • (2009) Front Integr Neurosci , vol.3 , pp. 1-19
    • Fitzsimmons, N.A.1    Lebedev, M.A.2    Peikon, I.D.3
  • 51
    • 18644376712 scopus 로고    scopus 로고
    • Cortical ensemble adaptation to represent velocity of an artificial actuator controlled by a brain-machine interface
    • Lebedev M A, Carmena J M, O'Doherty J E, et al. Cortical ensemble adaptation to represent velocity of an artificial actuator controlled by a brain-machine interface. J Neurosci, 2005, 25: 4681-4693.
    • (2005) J Neurosci , vol.25 , pp. 4681-4693
    • Lebedev, M.A.1    Carmena, J.M.2    O'Doherty, J.E.3
  • 52
    • 33750437292 scopus 로고    scopus 로고
    • Bayesian inference with probabilistic population codes
    • Ma W J, Beck J M, Latham P E, et al. Bayesian inference with probabilistic population codes. Nat Neurosci, 2006, 9: 1432-1438.
    • (2006) Nat Neurosci , vol.9 , pp. 1432-1438
    • Ma, W.J.1    Beck, J.M.2    Latham, P.E.3
  • 53
    • 72249109162 scopus 로고    scopus 로고
    • Field-programmable gate array implementation of a probabilistic neural network for motor cortical decoding in rats
    • Zhou F, Liu J, Yu Y, et al. Field-programmable gate array implementation of a probabilistic neural network for motor cortical decoding in rats. J Neurosci Methods, 2010, 185: 299-306.
    • (2010) J Neurosci Methods , vol.185 , pp. 299-306
    • Zhou, F.1    Liu, J.2    Yu, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.