메뉴 건너뛰기




Volumn 10, Issue 2, 2013, Pages

Hand posture classification using electrocorticography signals in the gamma band over human sensorimotor brain areas

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN MACHINE INTERFACE; CLASSIFICATION RESULTS; ELECTROCORTICOGRAPHY; FUNCTIONAL ELECTRI-CAL STIMULATIONS; HAND POSTURE CLASSIFICATION; INTRACTABLE EPILEPSIES; ON-LINE CLASSIFICATION; UPPER LIMB AMPUTATION;

EID: 84875827058     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/10/2/026002     Document Type: Article
Times cited : (101)

References (49)
  • 2
    • 3943058267 scopus 로고    scopus 로고
    • Cortical neural prosthetics
    • 10.1146/annurev.neuro.27.070203.144233 0147-006X
    • Schwartz A B 2004 Cortical neural prosthetics Annu. Rev. Neurosci. 27 487-507
    • (2004) Annu. Rev. Neurosci. , vol.27 , pp. 487-507
    • Schwartz, A.B.1
  • 3
    • 0036337337 scopus 로고    scopus 로고
    • Limb amputation and limb deficiency: Epidemiology and recent trends in the United States
    • Dillingham T R, Pezzin L E and MacKenzie E J 2002 Limb amputation and limb deficiency: epidemiology and recent trends in the United States South. Med. J. 95 875-83
    • (2002) South. Med. J. , vol.95 , pp. 875-883
    • Dillingham, T.R.1    Pezzin, L.E.2    Mackenzie, E.J.3
  • 5
    • 84860205162 scopus 로고    scopus 로고
    • National Spinal Cord Injury Statistical Center
    • National Spinal Cord Injury Statistical Center 2010 Annual Statistical Report
    • (2010) Annual Statistical Report
  • 6
    • 0029076241 scopus 로고
    • Prosthetic usage in major upper extremity amputations
    • 10.1016/S0363-5023(05)80278-3 0363-5023
    • Wright T W, Hagen A D and Wood M B 1995 Prosthetic usage in major upper extremity amputations J. Hand Surg. 20 619-22
    • (1995) J. Hand Surg. , vol.20 , pp. 619-622
    • Wright, T.W.1    Hagen, A.D.2    Wood, M.B.3
  • 7
    • 0036170511 scopus 로고    scopus 로고
    • A survey of the satisfaction of upper limb amputees with their prostheses, their lifestyles and their abilities
    • 10.1053/hanthe.2002.v15.01562 0894-1130
    • Davidson J 2002 A survey of the satisfaction of upper limb amputees with their prostheses, their lifestyles and their abilities J. Hand Therapy 15 62-70
    • (2002) J. Hand Therapy , vol.15 , pp. 62-70
    • Davidson, J.1
  • 8
    • 23844471959 scopus 로고    scopus 로고
    • Functional electrical stimulation for neuromuscular applications
    • 10.1146/annurev.bioeng.6.040803.140103 1523-9829
    • Peckham P H and Knutson J S 2005 Functional electrical stimulation for neuromuscular applications Annu. Rev. Biomed. Eng. 7 327-60
    • (2005) Annu. Rev. Biomed. Eng. , vol.7 , pp. 327-360
    • Peckham, P.H.1    Knutson, J.S.2
  • 9
    • 11144248238 scopus 로고    scopus 로고
    • Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans
    • 10.1073/pnas.0403504101 0027-8424
    • Wolpaw J R and McFarland D J 2004 Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans Proc. Natl Acad. Sci. 101 17849-54
    • (2004) Proc. Natl Acad. Sci. , vol.101 , pp. 17849-17854
    • Wolpaw, J.R.1    McFarland, D.J.2
  • 10
    • 2442667855 scopus 로고    scopus 로고
    • Noninvasive brain-actuated control of a mobile robot by human EEG
    • 10.1109/TBME.2004.827086 0018-9294
    • Millan J D R, Renkens F, Mourino J and Gerstner W 2004 Noninvasive brain-actuated control of a mobile robot by human EEG IEEE Trans. Biomed. Eng. 51 1026-33
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , pp. 1026-1033
    • Millan, J.D.R.1    Renkens, F.2    Mourino, J.3    Gerstner, W.4
  • 11
    • 47349097364 scopus 로고    scopus 로고
    • Control of a humanoid robot by a noninvasive brain-computer interface in humans
    • 10.1088/1741-2560/5/2/012 1741-2560
    • Bell C J, Shenoy P, Chalodhorn R and Rao R P N 2008 Control of a humanoid robot by a noninvasive brain-computer interface in humans J. Neural Eng. 5 214-20
    • (2008) J. Neural Eng. , vol.5 , pp. 214-220
    • Bell, C.J.1    Shenoy, P.2    Chalodhorn, R.3    Rao, R.P.N.4
  • 12
    • 54949142828 scopus 로고    scopus 로고
    • Brain-computer interface operation of robotic and prosthetic devices
    • 10.1109/MC.2008.409 0018-9162
    • McFarland D J and Wolpaw J R 2008 Brain-computer interface operation of robotic and prosthetic devices Computer 41 52-6
    • (2008) Computer , vol.41 , pp. 52-56
    • McFarland, D.J.1    Wolpaw, J.R.2
  • 13
    • 70349761722 scopus 로고    scopus 로고
    • Decoding human motor activity from eeg single trials for discrete two-dimensional cursor control
    • 1741-2552 046005
    • Huang D, Lin P, Fei D Y, Chen X and Bai O 2009 Decoding human motor activity from eeg single trials for discrete two-dimensional cursor control J. Neural Eng. 6 046005
    • (2009) J. Neural Eng. , vol.6
    • Huang, D.1    Lin, P.2    Fei, D.Y.3    Chen, X.4    Bai, O.5
  • 14
    • 0033519550 scopus 로고    scopus 로고
    • EEG-based control of a hand grasp neuroprosthesis
    • 10.1097/00001756-199906030-00026 0959-4965
    • Lauer R T, Peckham P H and Kilgore K L 1999 EEG-based control of a hand grasp neuroprosthesis Neuroreport 10 1767-71
    • (1999) Neuroreport , vol.10 , pp. 1767-1771
    • Lauer, R.T.1    Peckham, P.H.2    Kilgore, K.L.3
  • 15
    • 0034644945 scopus 로고    scopus 로고
    • Brain oscillations control hand orthosis in a tetraplegic
    • 10.1016/S0304-3940(00)01471-3 0304-3940
    • Pfurtscheller G, Guger C, Krausz G and Neuper C 2000 Brain oscillations control hand orthosis in a tetraplegic Neurosci. Lett. 292 211-4
    • (2000) Neurosci. Lett. , vol.292 , pp. 211-214
    • Pfurtscheller, G.1    Guger, C.2    Krausz, G.3    Neuper, C.4
  • 17
    • 37349003164 scopus 로고    scopus 로고
    • Control of an electrical prosthesis with an SSVEP-based BCI
    • 10.1109/TBME.2007.897815 0018-9294
    • Muller-Putz G R and Pfurtscheller G 2008 Control of an electrical prosthesis with an SSVEP-based BCI IEEE Trans. Biomed. Eng. 55 361-4
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , pp. 361-364
    • Muller-Putz, G.R.1    Pfurtscheller, G.2
  • 18
    • 68049147439 scopus 로고    scopus 로고
    • Muscle synergies as a predictive framework for the EMG patterns of new hand postures
    • 1741-2552
    • Ajiboye A B and Weir R F 2009 Muscle synergies as a predictive framework for the EMG patterns of new hand postures J. Neural Eng. 6 1-15
    • (2009) J. Neural Eng. , vol.6 , pp. 1-15
    • Ajiboye, A.B.1    Weir, R.F.2
  • 19
    • 34347393890 scopus 로고    scopus 로고
    • A supervised feature-projection-based real-time EMG pattern recognition for multifunction myoelectric hand control
    • 10.1109/TMECH.2007.897262 1083-4435
    • Chu J U, Moon I, Lee Y J, Kim S K and Mun M S 2007 A supervised feature-projection-based real-time EMG pattern recognition for multifunction myoelectric hand control IEEE/ASME Trans. Mechatronics 12 282-90
    • (2007) IEEE/ASME Trans. Mechatronics , vol.12 , pp. 282-290
    • Chu, J.U.1    Moon, I.2    Lee, Y.J.3    Kim, S.K.4    Mun, M.S.5
  • 20
    • 34447546559 scopus 로고    scopus 로고
    • Decoding m1 neurons during multiple finger movements
    • 10.1152/jn.00760.2006 0022-3077
    • Hamed S B, Schieber M H and Pouget A 2007 Decoding m1 neurons during multiple finger movements J. Neurophysiol. 98 327-33
    • (2007) J. Neurophysiol. , vol.98 , pp. 327-333
    • Hamed, S.B.1    Schieber, M.H.2    Pouget, A.3
  • 22
    • 84887612377 scopus 로고    scopus 로고
    • Neural decoding of single and multi-finger movements based on ML
    • Shin H C, Schieber M and Thakor N 2009 Neural decoding of single and multi-finger movements based on ML Proc. ICBME 23 448-51
    • (2009) Proc. ICBME , vol.23 , pp. 448-451
    • Shin, H.C.1    Schieber, M.2    Thakor, N.3
  • 23
    • 0029054544 scopus 로고
    • Shared neural substrates controlling hand movements in human motor cortex
    • 10.1126/science.7792606 0036-8075
    • Sanes J N, Donoghue J P, Thangaraj V, Edelman R R and Warach S 1995 Shared neural substrates controlling hand movements in human motor cortex Science 268 1775-7
    • (1995) Science , vol.268 , pp. 1775-1777
    • Sanes, J.N.1    Donoghue, J.P.2    Thangaraj, V.3    Edelman, R.R.4    Warach, S.5
  • 24
    • 0001498371 scopus 로고    scopus 로고
    • Dynamic motor cortical organization
    • 10.1177/107385849700300308 1073-8584
    • Sanes J N and Donoghue J P 1997 Dynamic motor cortical organization Neuroscientist 3 158-65
    • (1997) Neuroscientist , vol.3 , pp. 158-165
    • Sanes, J.N.1    Donoghue, J.P.2
  • 25
    • 0027266024 scopus 로고
    • How somatotopic is the motor cortex hand area
    • 10.1126/science.8332915 0036-8075
    • Schieber M H and Hibbard L S 1993 How somatotopic is the motor cortex hand area Science 261 489-92
    • (1993) Science , vol.261 , pp. 489-492
    • Schieber, M.H.1    Hibbard, L.S.2
  • 26
    • 0032862331 scopus 로고    scopus 로고
    • Somatotopic gradients in the distributed organization of the human primary motor cortex hand area: Evidence from small infarcts
    • 10.1007/s002210050829 0014-4819
    • Schieber M H 1999 Somatotopic gradients in the distributed organization of the human primary motor cortex hand area: evidence from small infarcts Exp. Brain Res. 128 139-48
    • (1999) Exp. Brain Res. , vol.128 , pp. 139-148
    • Schieber, M.H.1
  • 27
    • 6344249527 scopus 로고    scopus 로고
    • A brain-computer interface using electrocorticographic signals in humans
    • 10.1088/1741-2560/1/2/001 1741-2560
    • Leuthardt E C, Schalk G, Wolpaw J R, Ojemann J G and Morann D W 2004 A brain-computer interface using electrocorticographic signals in humans J. Neural Eng. 1 63-71
    • (2004) J. Neural Eng. , vol.1 , pp. 63-71
    • Leuthardt, E.C.1    Schalk, G.2    Wolpaw, J.R.3    Ojemann, J.G.4    Morann, D.W.5
  • 30
    • 33847643768 scopus 로고    scopus 로고
    • Electrocorticographically controlled brain-computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants
    • 10.3171/jns.2007.106.3.495 0022-3085
    • Felton E A, Wilson J A, Williams J C and Garell P C 2007 Electrocorticographically controlled brain-computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants J. Neurosurg. 106 495-500
    • (2007) J. Neurosurg. , vol.106 , pp. 495-500
    • Felton, E.A.1    Wilson, J.A.2    Williams, J.C.3    Garell, P.C.4
  • 31
    • 77953005253 scopus 로고    scopus 로고
    • Electrocorticographic amplitude predicts finger positions during slow grasping motions of the hand
    • 1741-2552
    • Acharya S, Fifer M S, Benz H L, Crone N E and Thakor N V 2010 Electrocorticographic amplitude predicts finger positions during slow grasping motions of the hand J. Neural Eng. 7 1-13
    • (2010) J. Neural Eng. , vol.7 , pp. 1-13
    • Acharya, S.1    Fifer, M.S.2    Benz, H.L.3    Crone, N.E.4    Thakor, N.V.5
  • 32
    • 77957942928 scopus 로고    scopus 로고
    • Long-term asynchronous decoding of arm motion using electrocorticographic signals in monkeys
    • Chao Z C, Nagasaka Y and Fujii N 2010 Long-term asynchronous decoding of arm motion using electrocorticographic signals in monkeys Front. Neuroeng. 3 1-10
    • (2010) Front. Neuroeng. , vol.3 , pp. 1-10
    • Chao, Z.C.1    Nagasaka, Y.2    Fujii, N.3
  • 34
    • 72849141331 scopus 로고    scopus 로고
    • Decoding flexion of individual fingers using electrocorticographic signals in humans
    • 1741-2552
    • Kubanek J, Miller K J, Ojemann J G, Wolpaw J R and Schalk G 2009 Decoding flexion of individual fingers using electrocorticographic signals in humans J. Neural Eng. 6 1-14
    • (2009) J. Neural Eng. , vol.6 , pp. 1-14
    • Kubanek, J.1    Miller, K.J.2    Ojemann, J.G.3    Wolpaw, J.R.4    Schalk, G.5
  • 35
    • 63849195109 scopus 로고    scopus 로고
    • Decoupling the cortical power spectrum reveals real-time representation of individual finger movements in humans
    • 10.1523/JNEUROSCI.5506-08.2009 0270-6474
    • Miller K J, Zanos S, Fetz E E, Nijs M and Ojemann J G 2009 Decoupling the cortical power spectrum reveals real-time representation of individual finger movements in humans J. Neurosci. 29 3132-7
    • (2009) J. Neurosci. , vol.29 , pp. 3132-3137
    • Miller, K.J.1    Zanos, S.2    Fetz, E.E.3    Nijs, M.4    Ojemann, J.G.5
  • 38
    • 0018535002 scopus 로고
    • Localization in somatic sensory and motor areas of human cerebral cortex as determined by direct recording of evoked potentials and electrical stimulation
    • 10.3171/jns.1979.51.4.0476 0022-3085
    • Woolsey C N, Erickson T C and Gilson W E 1979 Localization in somatic sensory and motor areas of human cerebral cortex as determined by direct recording of evoked potentials and electrical stimulation J. Neurosurg. 51 476-506
    • (1979) J. Neurosurg. , vol.51 , pp. 476-506
    • Woolsey, C.N.1    Erickson, T.C.2    Gilson, W.E.3
  • 40
    • 72249115815 scopus 로고    scopus 로고
    • Automated electrocorticographic electrode localization on individually rendered brain surfaces
    • 10.1016/j.jneumeth.2009.10.005 0165-0270
    • Hermes D, Miller K J, Noordmans H J, Vansteensel M J and Ramsey N F 2010 Automated electrocorticographic electrode localization on individually rendered brain surfaces J. Neurosci. Methods 185 293-8
    • (2010) J. Neurosci. Methods , vol.185 , pp. 293-298
    • Hermes, D.1    Miller, K.J.2    Noordmans, H.J.3    Vansteensel, M.J.4    Ramsey, N.F.5
  • 41
    • 33746131591 scopus 로고    scopus 로고
    • A high-performance brain-computer interface
    • 10.1038/nature04968 0028-0836
    • Santhanam G, Ryu S I, Yu B M, Afshar A and Shenoy K V 2006 A high-performance brain-computer interface Nature 442 195-8
    • (2006) Nature , vol.442 , pp. 195-198
    • Santhanam, G.1    Ryu, S.I.2    Yu, B.M.3    Afshar, A.4    Shenoy, K.V.5
  • 42
  • 44
    • 84862101988 scopus 로고    scopus 로고
    • The origin of extracellular fields and currents: EEG, ECoG, LFP and spikes
    • 10.1038/nrn3241 1471-003X
    • Buzaki G, Anastassiou C A and Koch C 2012 The origin of extracellular fields and currents: EEG, ECoG, LFP and spikes Nature Rev. Neurosci. 13 407-20
    • (2012) Nature Rev. Neurosci. , vol.13 , pp. 407-420
    • Buzaki, G.1    Anastassiou, C.A.2    Koch, C.3
  • 46
    • 33846543166 scopus 로고    scopus 로고
    • Neural machine interfaces for controlling multifunctional powered upper limb prostheses
    • 10.1586/17434440.4.1.43 1743-4440
    • Ohnishi K, Weir R T and Kuiken T A 2007 Neural machine interfaces for controlling multifunctional powered upper limb prostheses Expert Rev. Med. Devices 4 43-53
    • (2007) Expert Rev. Med. Devices , vol.4 , pp. 43-53
    • Ohnishi, K.1    Weir, R.T.2    Kuiken, T.A.3
  • 48
    • 67651071425 scopus 로고    scopus 로고
    • Robust long-term control of an electrocorticographic brain-computer interface with fixed parameters
    • 10.3171/2009.4.FOCUS0977 1092-0684
    • Blakely T, Miller K J, Zanos S P, Rao R and Ojemann J G 2009 Robust long-term control of an electrocorticographic brain-computer interface with fixed parameters Neurosurg. Focus 27 1-5
    • (2009) Neurosurg. Focus , vol.27 , pp. 13-15
    • Blakely, T.1    Miller, K.J.2    Zanos, S.P.3    Rao, R.4    Ojemann, J.G.5
  • 49
    • 82955172770 scopus 로고    scopus 로고
    • A micro-electrocorticography platform and deployment strategies for chronic BCI applications
    • 10.1177/155005941104200412 1550-0594
    • Thongpang S et al 2011 A micro-electrocorticography platform and deployment strategies for chronic BCI applications Clin. EEG Neurosci. 42 259-65
    • (2011) Clin. EEG Neurosci. , vol.42 , pp. 259-265
    • Thongpang, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.