메뉴 건너뛰기




Volumn 113, Issue 17, 2016, Pages E2413-E2420

Covert neurofeedback without awareness shapes cortical network spontaneous connectivity

Author keywords

Functional connectivity; Neurofeedback; Reward; Spontaneous activity; Training

Indexed keywords

ADULT; ARTICLE; AWARENESS; BEHAVIOR; BRAIN; BRAIN MAPPING; BRAIN REGION; CONNECTOME; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FEMALE; HUMAN; HUMAN EXPERIMENT; LEARNING; MALE; NEGATIVE FEEDBACK; NERVE CELL NETWORK; NEUROFEEDBACK; NORMAL HUMAN; POSITIVE FEEDBACK; PRIORITY JOURNAL; REST; REWARD; VISUAL CORTEX; ALGORITHM; FUNCTIONAL NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; YOUNG ADULT;

EID: 84964782082     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1516857113     Document Type: Article
Times cited : (61)

References (51)
  • 1
    • 33750449696 scopus 로고    scopus 로고
    • Breaking the silence: Brain-computer interfaces (BCI) for communication and motor control
    • Birbaumer N (2006) Breaking the silence: Brain-computer interfaces (BCI) for communication and motor control. Psychophysiology 43(6):517-532.
    • (2006) Psychophysiology , vol.43 , Issue.6 , pp. 517-532
    • Birbaumer, N.1
  • 2
    • 33847643768 scopus 로고    scopus 로고
    • Electrocorticographically controlled brain-computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants. Report of four cases
    • Felton EA, Wilson JA, Williams JC, Garell PC (2007) Electrocorticographically controlled brain-computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants. Report of four cases. J Neurosurg 106(3):495-500.
    • (2007) J Neurosurg , vol.106 , Issue.3 , pp. 495-500
    • Felton, E.A.1    Wilson, J.A.2    Williams, J.C.3    Garell, P.C.4
  • 3
    • 84905510760 scopus 로고    scopus 로고
    • Modulation of functional network with real-time fMRI feedback training of right premotor cortex activity
    • Hui M, Zhang H, Ge R, Yao L, Long Z (2014) Modulation of functional network with real-time fMRI feedback training of right premotor cortex activity. Neuropsychologia 62:111-123.
    • (2014) Neuropsychologia , vol.62 , pp. 111-123
    • Hui, M.1    Zhang, H.2    Ge, R.3    Yao, L.4    Long, Z.5
  • 4
    • 84901255024 scopus 로고    scopus 로고
    • Controlling an avatar by thought using real-time fMRI
    • Cohen O, Koppel M, Malach R, Friedman D (2014) Controlling an avatar by thought using real-time fMRI. J Neural Eng 11(3):035006.
    • (2014) J Neural Eng , vol.11 , Issue.3 , pp. 035006
    • Cohen, O.1    Koppel, M.2    Malach, R.3    Friedman, D.4
  • 5
    • 84888121141 scopus 로고    scopus 로고
    • Experiencing your brain: Neurofeedback as a new bridge between neuroscience and phenomenology
    • Bagdasaryan J, Quyen MleV (2013) Experiencing your brain: Neurofeedback as a new bridge between neuroscience and phenomenology. Front Hum Neurosci 7:680.
    • (2013) Front Hum Neurosci , vol.7 , pp. 680
    • Bagdasaryan, J.1    Quyen Mle, V.2
  • 6
    • 84903893594 scopus 로고    scopus 로고
    • Self-regulation of inter-hemispheric visual cortex balance through real-time fMRI neurofeedback training
    • Robineau F, et al. (2014) Self-regulation of inter-hemispheric visual cortex balance through real-time fMRI neurofeedback training. Neuroimage 100:1-14.
    • (2014) Neuroimage , vol.100 , pp. 1-14
    • Robineau, F.1
  • 7
    • 84875130705 scopus 로고    scopus 로고
    • Cognitive neuroscience: Targeting neuroplasticity with neural decoding and biofeedback
    • Seitz AR (2013) Cognitive neuroscience: Targeting neuroplasticity with neural decoding and biofeedback. Curr Biol 23(5):R210-R212.
    • (2013) Curr Biol , vol.23 , Issue.5 , pp. 210-212
    • Seitz, A.R.1
  • 10
    • 29444459438 scopus 로고    scopus 로고
    • Control over brain activation and pain learned by using real-time functional MRI
    • deCharms RC, et al. (2005) Control over brain activation and pain learned by using real-time functional MRI. Proc Natl Acad Sci USA 102(51):18626-18631.
    • (2005) Proc Natl Acad Sci USA , vol.102 , Issue.51 , pp. 18626-18631
    • De Charms, R.C.1
  • 11
    • 84937215932 scopus 로고    scopus 로고
    • Resting-state functional connectivity modulation and sustained changes after real-time functional magnetic resonance imaging neurofeedback training in depression
    • Yuan H, et al. (2014) Resting-state functional connectivity modulation and sustained changes after real-time functional magnetic resonance imaging neurofeedback training in depression. Brain Connect 4(9):690-701.
    • (2014) Brain Connect , vol.4 , Issue.9 , pp. 690-701
    • Yuan, H.1
  • 12
    • 84939882886 scopus 로고    scopus 로고
    • Upregulation of the rostral anterior cingulate cortex can alter the perception of emotions: FMRI-based neurofeedback at 3 and 7 T
    • Grone M, et al. (2015) Upregulation of the rostral anterior cingulate cortex can alter the perception of emotions: FMRI-based neurofeedback at 3 and 7 T. Brain Topogr 28(2):197-207.
    • (2015) Brain Topogr , vol.28 , Issue.2 , pp. 197-207
    • Grone, M.1
  • 13
    • 84892899976 scopus 로고    scopus 로고
    • Self-regulation of the anterior insula: Reinforcement learning using real-time fMRI neurofeedback
    • Lawrence EJ, et al. (2013) Self-regulation of the anterior insula: Reinforcement learning using real-time fMRI neurofeedback. Neuroimage 88C:113-124.
    • (2013) Neuroimage , vol.88 C , pp. 113-124
    • Lawrence, E.J.1
  • 14
    • 33947140202 scopus 로고    scopus 로고
    • Real-time functional magnetic resonance imaging: Methods and applications
    • Weiskopf N, et al. (2007) Real-time functional magnetic resonance imaging: Methods and applications. Magn Reson Imaging 25(6):989-1003.
    • (2007) Magn Reson Imaging , vol.25 , Issue.6 , pp. 989-1003
    • Weiskopf, N.1
  • 15
    • 84879477042 scopus 로고    scopus 로고
    • Connectivity-based neurofeedback: Dynamic causal modeling for real-time fMRI
    • Koush Y, et al. (2013) Connectivity-based neurofeedback: Dynamic causal modeling for real-time fMRI. Neuroimage 81:422-430.
    • (2013) Neuroimage , vol.81 , pp. 422-430
    • Koush, Y.1
  • 16
    • 83255162569 scopus 로고    scopus 로고
    • Perceptual learning incepted by decoded fMRI neurofeedback without stimulus presentation
    • Shibata K, Watanabe T, Sasaki Y, Kawato M (2011) Perceptual learning incepted by decoded fMRI neurofeedback without stimulus presentation. Science 334(6061): 1413-1415.
    • (2011) Science , vol.334 , Issue.6061 , pp. 1413-1415
    • Shibata, K.1    Watanabe, T.2    Sasaki, Y.3    Kawato, M.4
  • 17
    • 0000178192 scopus 로고
    • Implicit learning and tacit knowledge
    • Reber AS (1989) Implicit learning and tacit knowledge. J Exp Psychol Gen 118(3): 219-235.
    • (1989) J Exp Psychol Gen , vol.118 , Issue.3 , pp. 219-235
    • Reber, A.S.1
  • 18
    • 0031301779 scopus 로고    scopus 로고
    • Instructions about physical principles in learning a complex motor skill: To tell or not to tell
    • Wulf G, Weigelt C (1997) Instructions about physical principles in learning a complex motor skill: To tell or not to tell..... Res Q Exerc Sport 68(4):362-367.
    • (1997) Res Q Exerc Sport , vol.68 , Issue.4 , pp. 362-367
    • Wulf, G.1    Weigelt, C.2
  • 19
    • 84890551761 scopus 로고
    • A closed-loop theory of motor learning
    • Adams JA (1971) A closed-loop theory of motor learning. J Mot Behav 3(2):111-149.
    • (1971) J Mot Behav , vol.3 , Issue.2 , pp. 111-149
    • Adams, J.A.1
  • 20
    • 0027831281 scopus 로고
    • Neural-network control for a closed-loop system using feedback-error-learning
    • Gomi H, Kawato M (1993) Neural-network control for a closed-loop system using feedback-error-learning. Neural Netw 6(7):933-946.
    • (1993) Neural Netw , vol.6 , Issue.7 , pp. 933-946
    • Gomi, H.1    Kawato, M.2
  • 21
    • 0030911020 scopus 로고    scopus 로고
    • The fusiform face area: A module in human extrastriate cortex specialized for face perception
    • Kanwisher N, McDermott J, Chun MM (1997) The fusiform face area: A module in human extrastriate cortex specialized for face perception. J Neurosci 17(11):4302-4311.
    • (1997) J Neurosci , vol.17 , Issue.11 , pp. 4302-4311
    • Kanwisher, N.1    McDermott, J.2    Chun, M.M.3
  • 22
    • 0032499196 scopus 로고    scopus 로고
    • A cortical representation of the local visual environment
    • Epstein R, Kanwisher N (1998) A cortical representation of the local visual environment. Nature 392(6676):598-601.
    • (1998) Nature , vol.392 , Issue.6676 , pp. 598-601
    • Epstein, R.1    Kanwisher, N.2
  • 23
    • 84899793820 scopus 로고    scopus 로고
    • Distinct and distributed functional connectivity patterns across cortex reflect the domain-specific constraints of object, face, scene, body, and tool category-selective modules in the ventral visual pathway
    • Hutchison RM, Culham JC, Everling S, Flanagan JR, Gallivan JP (2014) Distinct and distributed functional connectivity patterns across cortex reflect the domain-specific constraints of object, face, scene, body, and tool category-selective modules in the ventral visual pathway. Neuroimage 96:216-236.
    • (2014) Neuroimage , vol.96 , pp. 216-236
    • Hutchison, R.M.1    Culham, J.C.2    Everling, S.3    Flanagan, J.R.4    Gallivan, J.P.5
  • 24
    • 84878293637 scopus 로고    scopus 로고
    • The day-after effect: Long term, Hebbian-like restructuring of resting-state fMRI patterns induced by a single epoch of cortical activation
    • Harmelech T, Preminger S, Wertman E, Malach R (2013) The day-after effect: Long term, Hebbian-like restructuring of resting-state fMRI patterns induced by a single epoch of cortical activation. J Neurosci 33(22):9488-9497.
    • (2013) J Neurosci , vol.33 , Issue.22 , pp. 9488-9497
    • Harmelech, T.1    Preminger, S.2    Wertman, E.3    Malach, R.4
  • 25
    • 79960234689 scopus 로고    scopus 로고
    • Long-term effects of motor training on resting-state networks and underlying brain structure
    • Taubert M, Lohmann G, Margulies DS, Villringer A, Ragert P (2011) Long-term effects of motor training on resting-state networks and underlying brain structure. Neuroimage 57(4):1492-1498.
    • (2011) Neuroimage , vol.57 , Issue.4 , pp. 1492-1498
    • Taubert, M.1    Lohmann, G.2    Margulies, D.S.3    Villringer, A.4    Ragert, P.5
  • 26
    • 74549191147 scopus 로고    scopus 로고
    • Enhanced brain correlations during rest are related to memory for recent experiences
    • Tambini A, Ketz N, Davachi L (2010) Enhanced brain correlations during rest are related to memory for recent experiences. Neuron 65(2):280-290.
    • (2010) Neuron , vol.65 , Issue.2 , pp. 280-290
    • Tambini, A.1    Ketz, N.2    Davachi, L.3
  • 28
    • 0032213559 scopus 로고    scopus 로고
    • The variability of human BOLD hemodynamic responses
    • Aguirre GK, Zarahn E, D'esposito M (1998) The variability of human, BOLD hemodynamic responses. Neuroimage 8(4):360-369.
    • (1998) Neuroimage , vol.8 , Issue.4 , pp. 360-369
    • Aguirre, G.K.1    Zarahn, E.2    D'Esposito, M.3
  • 29
    • 34447529154 scopus 로고    scopus 로고
    • Direct instrumental conditioning of neural activity using functional magnetic resonance imaging-derived reward feedback
    • Bray S, Shimojo S, O'Doherty JP (2007) Direct instrumental conditioning of neural activity using functional magnetic resonance imaging-derived reward feedback. J Neurosci 27(28):7498-7507.
    • (2007) J Neurosci , vol.27 , Issue.28 , pp. 7498-7507
    • Bray, S.1    Shimojo, S.2    O'Doherty, J.P.3
  • 30
    • 84858959031 scopus 로고    scopus 로고
    • Investigation of fMRI neurofeedback of differential primary motor cortex activity using kinesthetic motor imagery
    • Chiew M, LaConte SM, Graham SJ (2012) Investigation of fMRI neurofeedback of differential primary motor cortex activity using kinesthetic motor imagery. Neuroimage 61(1):21-31.
    • (2012) Neuroimage , vol.61 , Issue.1 , pp. 21-31
    • Chiew, M.1    LaConte, S.M.2    Graham, S.J.3
  • 31
    • 79954540092 scopus 로고    scopus 로고
    • Could anyone use a BCI?
    • eds Tan DS, Nijholt A Springer London
    • Allison BZ, Neuper C (2010) Could anyone use a BCI? Brain-Computer Interfaces, eds Tan DS, Nijholt A (Springer, London), pp 35-54.
    • (2010) Brain-Computer Interfaces , pp. 35-54
    • Allison, B.Z.1    Neuper, C.2
  • 32
    • 77954534870 scopus 로고    scopus 로고
    • Towards a cure for BCI illiteracy
    • Vidaurre C, Blankertz B (2010) Towards a cure for BCI illiteracy. Brain Topogr 23(2): 194-198.
    • (2010) Brain Topogr , vol.23 , Issue.2 , pp. 194-198
    • Vidaurre, C.1    Blankertz, B.2
  • 33
    • 0034682269 scopus 로고    scopus 로고
    • Cross-modal and cross-temporal association in neurons of frontal cortex
    • Fuster JM, Bodner M, Kroger JK (2000) Cross-modal and cross-temporal association in neurons of frontal cortex. Nature 405(6784):347-351.
    • (2000) Nature , vol.405 , Issue.6784 , pp. 347-351
    • Fuster, J.M.1    Bodner, M.2    Kroger, J.K.3
  • 34
    • 84922572233 scopus 로고    scopus 로고
    • Differential magnetic resonance neurofeedback modulations across extrinsic (visual) and intrinsic (default-mode) nodes of the human cortex
    • Harmelech T, Friedman D, Malach R (2015) Differential magnetic resonance neurofeedback modulations across extrinsic (visual) and intrinsic (default-mode) nodes of the human cortex. J Neurosci 35(6):2588-2595.
    • (2015) J Neurosci , vol.35 , Issue.6 , pp. 2588-2595
    • Harmelech, T.1    Friedman, D.2    Malach, R.3
  • 35
    • 4344686696 scopus 로고    scopus 로고
    • Motivation-dependent responses in the human caudate nucleus
    • Delgado MR, Stenger VA, Fiez JA (2004) Motivation-dependent responses in the human caudate nucleus. Cereb Cortex 14(9):1022-1030.
    • (2004) Cereb Cortex , vol.14 , Issue.9 , pp. 1022-1030
    • Delgado, M.R.1    Stenger, V.A.2    Fiez, J.A.3
  • 36
    • 0032423613 scopus 로고    scopus 로고
    • What is the role of dopamine in reward: Hedonic impact, reward learning, or incentive salience?
    • Berridge KC, Robinson TE (1998) What is the role of dopamine in reward: Hedonic impact, reward learning, or incentive salience? Brain Res Brain Res Rev 28(3):309-369.
    • (1998) Brain Res Brain Res Rev , vol.28 , Issue.3 , pp. 309-369
    • Berridge, K.C.1    Robinson, T.E.2
  • 37
    • 72049086941 scopus 로고    scopus 로고
    • The reward circuit: Linking primate anatomy and human imaging
    • Haber SN, Knutson B (2010) The reward circuit: Linking primate anatomy and human imaging. Neuropsychopharmacology 35(1):4-26.
    • (2010) Neuropsychopharmacology , vol.35 , Issue.1 , pp. 4-26
    • Haber, S.N.1    Knutson, B.2
  • 38
    • 84888869240 scopus 로고    scopus 로고
    • Neurocognitive biases and the patterns of spontaneous correlations in the human cortex
    • Harmelech T, Malach R (2013) Neurocognitive biases and the patterns of spontaneous correlations in the human cortex. Trends Cogn Sci 17(12):606-615.
    • (2013) Trends Cogn Sci , vol.17 , Issue.12 , pp. 606-615
    • Harmelech, T.1    Malach, R.2
  • 39
    • 84883696322 scopus 로고    scopus 로고
    • Emergence of sensory patterns during sleep highlights differential dynamics of REM and non-REM sleep stages
    • Ramot M, et al. (2013) Emergence of sensory patterns during sleep highlights differential dynamics of REM and non-REM sleep stages. J Neurosci 33(37):14715-14728.
    • (2013) J Neurosci , vol.33 , Issue.37 , pp. 14715-14728
    • Ramot, M.1
  • 40
    • 84868251860 scopus 로고    scopus 로고
    • Mind over chatter: Plastic up-regulation of the fMRI salience network directly after EEG neurofeedback
    • Ros T, et al. (2013) Mind over chatter: Plastic up-regulation of the fMRI salience network directly after EEG neurofeedback. Neuroimage 65:324-335.
    • (2013) Neuroimage , vol.65 , pp. 324-335
    • Ros, T.1
  • 41
    • 84878844936 scopus 로고    scopus 로고
    • Dynamic reconfiguration of human brain functional networks through neurofeedback
    • Haller S, et al. (2013) Dynamic reconfiguration of human brain functional networks through neurofeedback. Neuroimage 81:243-252.
    • (2013) Neuroimage , vol.81 , pp. 243-252
    • Haller, S.1
  • 42
    • 84878639143 scopus 로고    scopus 로고
    • Orbitofrontal cortex neurofeedback produces lasting changes in contamination anxiety and resting-state connectivity
    • Scheinost D, et al. (2013) Orbitofrontal cortex neurofeedback produces lasting changes in contamination anxiety and resting-state connectivity. Transl Psychiatry 3:e250.
    • (2013) Transl Psychiatry , vol.3 , pp. e250
    • Scheinost, D.1
  • 43
    • 80052535495 scopus 로고    scopus 로고
    • Self-regulation of amygdala activation using real-time FMRI neurofeedback
    • Zotev V, et al. (2011) Self-regulation of amygdala activation using real-time FMRI neurofeedback. PLoS One 6(9):e24522.
    • (2011) PLoS One , vol.6 , Issue.9 , pp. e24522
    • Zotev, V.1
  • 44
    • 84897421464 scopus 로고    scopus 로고
    • Connectivity changes underlying neurofeedback training of visual cortex activity
    • Scharnowski F, et al. (2014) Connectivity changes underlying neurofeedback training of visual cortex activity. PLoS One 9(3):e91090.
    • (2014) PLoS One , vol.9 , Issue.3 , pp. e91090
    • Scharnowski, F.1
  • 45
    • 70449840098 scopus 로고    scopus 로고
    • Neural "ignition" Enhanced activation linked to perceptual awareness in human ventral stream visual cortex
    • Fisch L, et al. (2009) Neural "ignition": Enhanced activation linked to perceptual awareness in human ventral stream visual cortex. Neuron 64(4):562-574.
    • (2009) Neuron , vol.64 , Issue.4 , pp. 562-574
    • Fisch, L.1
  • 47
    • 84920159193 scopus 로고    scopus 로고
    • Coupling between pupil fluctuations and resting-state fMRI uncovers a slow build-up of antagonistic responses in the human cortex
    • Yellin D, Berkovich-Ohana A, Malach R (2015) Coupling between pupil fluctuations and resting-state fMRI uncovers a slow build-up of antagonistic responses in the human cortex. Neuroimage 106:414-427.
    • (2015) Neuroimage , vol.106 , pp. 414-427
    • Yellin, D.1    Berkovich-Ohana, A.2    Malach, R.3
  • 48
    • 79960628976 scopus 로고    scopus 로고
    • Coupling between spontaneous (resting state) fMRI fluctuations and human oculo-motor activity
    • Ramot M, et al. (2011) Coupling between spontaneous (resting state) fMRI fluctuations and human oculo-motor activity. Neuroimage 58(1):213-225.
    • (2011) Neuroimage , vol.58 , Issue.1 , pp. 213-225
    • Ramot, M.1
  • 49
    • 84943266698 scopus 로고    scopus 로고
    • Spontaneous fluctuations and non-linear ignitions: Two dynamic faces of cortical recurrent loops
    • Moutard C, Dehaene S, Malach R (2015) Spontaneous fluctuations and non-linear ignitions: Two dynamic faces of cortical recurrent loops. Neuron 88(1):194-206.
    • (2015) Neuron , vol.88 , Issue.1 , pp. 194-206
    • Moutard, C.1    Dehaene, S.2    Malach, R.3
  • 50
    • 0037468793 scopus 로고    scopus 로고
    • Large-scale mirror-symmetry organization of human occipito-temporal object areas
    • Hasson U, Harel M, Levy I, Malach R (2003) Large-scale mirror-symmetry organization of human occipito-temporal object areas. Neuron 37(6):1027-1041.
    • (2003) Neuron , vol.37 , Issue.6 , pp. 1027-1041
    • Hasson, U.1    Harel, M.2    Levy, I.3    Malach, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.