메뉴 건너뛰기




Volumn 86, Issue , 2014, Pages 480-491

Group-level spatial independent component analysis of Fourier envelopes of resting-state MEG data

Author keywords

Fourier energy; Independent component analysis; Inter subject analysis; Magnetoencephalography; Minimum norm estimate; Natural stimulation; Neural oscillations; Resting state

Indexed keywords

ADULT; ARTICLE; AUDITORY STIMULATION; BRAIN REGION; CONTROLLED STUDY; DEFAULT MODE NETWORK; FEMALE; HUMAN; HUMAN EXPERIMENT; INDEPENDENT COMPONENT ANALYSIS; INTERMETHOD COMPARISON; MAGNETOENCEPHALOGRAPHY; MALE; MULTIVARIATE ANALYSIS; NORMAL HUMAN; PRIORITY JOURNAL; RESTING STATE NETWORK; SPATIAL FOURIER INDEPENDENT COMPONENT ANALYSIS; TACTILE STIMULATION; TEMPORAL FOURIER INDEPENDENT COMPONENT ANALYSIS; VISUAL STIMULATION;

EID: 84891560356     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.10.032     Document Type: Article
Times cited : (22)

References (45)
  • 3
    • 14244251502 scopus 로고    scopus 로고
    • Tensorial extensions of independent component analysis for multisubject FMRI analysis
    • Beckmann C.F., Smith S.M. Tensorial extensions of independent component analysis for multisubject FMRI analysis. Neuroimage 2005, 25:294-311.
    • (2005) Neuroimage , vol.25 , pp. 294-311
    • Beckmann, C.F.1    Smith, S.M.2
  • 4
    • 0034136037 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis of complex valued signals
    • Bingham E., Hyvärinen A. A fast fixed-point algorithm for independent component analysis of complex valued signals. Int. J. Neural Syst. 2000, 1-8.
    • (2000) Int. J. Neural Syst. , pp. 1-8
    • Bingham, E.1    Hyvärinen, A.2
  • 5
    • 0029166541 scopus 로고
    • Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
    • Biswal B., Yetkin F.Z., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 1995, 34:537-541.
    • (1995) Magn. Reson. Med. , vol.34 , pp. 537-541
    • Biswal, B.1    Yetkin, F.Z.2    Haughton, V.M.3    Hyde, J.S.4
  • 6
    • 34248146016 scopus 로고    scopus 로고
    • Multivariate time-frequency analysis of electromagnetic brain activity during bimanual motor learning
    • Boonstra T.W., Daffertshofer A., Breakspear M., Beek P.J. Multivariate time-frequency analysis of electromagnetic brain activity during bimanual motor learning. Neuroimage 2007, 36:370-377.
    • (2007) Neuroimage , vol.36 , pp. 370-377
    • Boonstra, T.W.1    Daffertshofer, A.2    Breakspear, M.3    Beek, P.J.4
  • 10
    • 0034753663 scopus 로고    scopus 로고
    • A method for making group inferences from functional MRI data using independent component analysis
    • Calhoun V.D., Adali T., Pearlson G.D., Pekar J.J. A method for making group inferences from functional MRI data using independent component analysis. Hum. Brain Mapp. 2001, 14:140-151.
    • (2001) Hum. Brain Mapp. , vol.14 , pp. 140-151
    • Calhoun, V.D.1    Adali, T.2    Pearlson, G.D.3    Pekar, J.J.4
  • 11
    • 84874970164 scopus 로고    scopus 로고
    • Dynamic changes of ICA-derived EEG functional connectivity in the resting state
    • Chen J.L., Ros T., Gruzelier J.H. Dynamic changes of ICA-derived EEG functional connectivity in the resting state. Hum. Brain Mapp. 2013, 34:852-868.
    • (2013) Hum. Brain Mapp. , vol.34 , pp. 852-868
    • Chen, J.L.1    Ros, T.2    Gruzelier, J.H.3
  • 13
    • 0033711992 scopus 로고    scopus 로고
    • Dynamic statistical parametric mapping: combining fMRI and MEG for high-resolution imaging of cortical activity
    • Dale A.M., Liu A.K., Fischl B.R., Buckner R.L., Belliveau J.W., Lewine J.D., Halgren E. Dynamic statistical parametric mapping: combining fMRI and MEG for high-resolution imaging of cortical activity. Neuron 2000, 26:55-67.
    • (2000) Neuron , vol.26 , pp. 55-67
    • Dale, A.M.1    Liu, A.K.2    Fischl, B.R.3    Buckner, R.L.4    Belliveau, J.W.5    Lewine, J.D.6    Halgren, E.7
  • 18
    • 0032741345 scopus 로고    scopus 로고
    • High-resolution intersubject averaging and a coordinate system for the cortical surface
    • Fischl B., Sereno M.I., Tootell R.B., Dale A.M. High-resolution intersubject averaging and a coordinate system for the cortical surface. Hum. Brain Mapp. 1999, 8:272-284.
    • (1999) Hum. Brain Mapp. , vol.8 , pp. 272-284
    • Fischl, B.1    Sereno, M.I.2    Tootell, R.B.3    Dale, A.M.4
  • 19
    • 34548014282 scopus 로고    scopus 로고
    • Consistent resting-state networks across healthy subjects. Spontaneous fluctuations in the brain observed with functional magnetic resonance imaging
    • Fox M.D., Raichle M.E. Consistent resting-state networks across healthy subjects. Spontaneous fluctuations in the brain observed with functional magnetic resonance imaging. Nat. Rev. Neurosci. 2005, 8:700-711.
    • (2005) Nat. Rev. Neurosci. , vol.8 , pp. 700-711
    • Fox, M.D.1    Raichle, M.E.2
  • 20
    • 25144464991 scopus 로고    scopus 로고
    • A mechanism for cognitive dynamics: neuronal communication through neuronal coherence
    • Fries P. A mechanism for cognitive dynamics: neuronal communication through neuronal coherence. Trends Cogn. Sci. 2005, 9:474-480.
    • (2005) Trends Cogn. Sci. , vol.9 , pp. 474-480
    • Fries, P.1
  • 23
    • 0031060037 scopus 로고    scopus 로고
    • Human cortical oscillations: a view through the skull
    • Hari R., Salmelin R. Human cortical oscillations: a view through the skull. Trends Neurosci. 1997, 20:44-49.
    • (1997) Trends Neurosci. , vol.20 , pp. 44-49
    • Hari, R.1    Salmelin, R.2
  • 24
    • 84855883044 scopus 로고    scopus 로고
    • Frequency-dependent functional connectivity within resting-state networks: an atlas-based MEG beamformer solution
    • Hillebrand A., Barnes G.R., Bosboom J.L., Berendse H.W., Stam C.J. Frequency-dependent functional connectivity within resting-state networks: an atlas-based MEG beamformer solution. Neuroimage 2012, 59:3909-3921.
    • (2012) Neuroimage , vol.59 , pp. 3909-3921
    • Hillebrand, A.1    Barnes, G.R.2    Bosboom, J.L.3    Berendse, H.W.4    Stam, C.J.5
  • 27
    • 79960626785 scopus 로고    scopus 로고
    • Testing the ICA mixing matrix based on inter-subject or inter-session consistency
    • Hyvärinen A. Testing the ICA mixing matrix based on inter-subject or inter-session consistency. Neuroimage 2011, 58:132-136.
    • (2011) Neuroimage , vol.58 , pp. 132-136
    • Hyvärinen, A.1
  • 28
    • 84933674266 scopus 로고    scopus 로고
    • Testing independent component patterns by inter-subject or inter-session consistency
    • Hyvärinen A., Ramkumar P. Testing independent component patterns by inter-subject or inter-session consistency. Front. Hum. Neurosci. 2013, 7:94.
    • (2013) Front. Hum. Neurosci. , vol.7 , pp. 94
    • Hyvärinen, A.1    Ramkumar, P.2
  • 29
    • 70350070225 scopus 로고    scopus 로고
    • Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis
    • Hyvärinen A., Ramkumar P., Parkkonen L., Hari R. Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis. Neuroimage 2010, 49:257-271.
    • (2010) Neuroimage , vol.49 , pp. 257-271
    • Hyvärinen, A.1    Ramkumar, P.2    Parkkonen, L.3    Hari, R.4
  • 30
    • 0036460266 scopus 로고    scopus 로고
    • Frontal theta activity in humans increases with memory load in a working memory task
    • Jensen O., Tesche C.D. Frontal theta activity in humans increases with memory load in a working memory task. Eur. J. Neurosci. 2002, 15:1395-1399.
    • (2002) Eur. J. Neurosci. , vol.15 , pp. 1395-1399
    • Jensen, O.1    Tesche, C.D.2
  • 31
    • 79960268644 scopus 로고    scopus 로고
    • The default mode network and EEG alpha oscillations: an independent component analysis
    • Knyazev G.G., Slobodskoj-Plusnin J.Y., Bocharov A.V., Pylkova L.V. The default mode network and EEG alpha oscillations: an independent component analysis. Brain Res. 2011, 1402:67-69.
    • (2011) Brain Res. , vol.1402 , pp. 67-69
    • Knyazev, G.G.1    Slobodskoj-Plusnin, J.Y.2    Bocharov, A.V.3    Pylkova, L.V.4
  • 32
    • 77951541075 scopus 로고    scopus 로고
    • Unbiased group-level statistical assessment of independent component maps by means of automated retrospective matching
    • Langers D.R.M. Unbiased group-level statistical assessment of independent component maps by means of automated retrospective matching. Hum. Brain Mapp. 2010, 31:727-742.
    • (2010) Hum. Brain Mapp. , vol.31 , pp. 727-742
    • Langers, D.R.M.1
  • 34
    • 33846976193 scopus 로고    scopus 로고
    • Towards natural stimulation in fMRI-issues of data analysis
    • Malinen S., Hlushchuk Y., Hari R. Towards natural stimulation in fMRI-issues of data analysis. Neuroimage 2007, 35:131-139.
    • (2007) Neuroimage , vol.35 , pp. 131-139
    • Malinen, S.1    Hlushchuk, Y.2    Hari, R.3
  • 38
    • 74149087743 scopus 로고    scopus 로고
    • Graph properties of synchronized cortical networks during visual working memory maintenance
    • Palva S., Monto S., Palva J.M. Graph properties of synchronized cortical networks during visual working memory maintenance. Neuroimage 2009, 49:3257-3268.
    • (2009) Neuroimage , vol.49 , pp. 3257-3268
    • Palva, S.1    Monto, S.2    Palva, J.M.3
  • 39
    • 77952139989 scopus 로고    scopus 로고
    • Neuronal synchrony reveals working memory networks and predicts individual memory capacity
    • Palva J.M., Monto S., Kulashekhar S., Palva S. Neuronal synchrony reveals working memory networks and predicts individual memory capacity. Proc. Natl. Acad. Sci. U. S. A. 2010, 107:7580-7585.
    • (2010) Proc. Natl. Acad. Sci. U. S. A. , vol.107 , pp. 7580-7585
    • Palva, J.M.1    Monto, S.2    Kulashekhar, S.3    Palva, S.4
  • 40
    • 84862269359 scopus 로고    scopus 로고
    • Characterization of neuromagnetic brain rhythms over time scales of minutes using spatial independent component analysis
    • Ramkumar P., Parkkonen L., Hari R., Hyvärinen A. Characterization of neuromagnetic brain rhythms over time scales of minutes using spatial independent component analysis. Hum. Brain Mapp. 2012, 33:1648-1662.
    • (2012) Hum. Brain Mapp. , vol.33 , pp. 1648-1662
    • Ramkumar, P.1    Parkkonen, L.2    Hari, R.3    Hyvärinen, A.4
  • 43
    • 0036334838 scopus 로고    scopus 로고
    • Spatiotemporal independent component analysis of event-related fMRI data using skewed probability density functions
    • Stone J.V., Porrill J., Porter N.R., Wilkinson I.D. Spatiotemporal independent component analysis of event-related fMRI data using skewed probability density functions. Neuroimage 2002, 15:407-421.
    • (2002) Neuroimage , vol.15 , pp. 407-421
    • Stone, J.V.1    Porrill, J.2    Porter, N.R.3    Wilkinson, I.D.4
  • 44
    • 21644445987 scopus 로고    scopus 로고
    • Presentation of electromagnetic multichannel data: the signal space separation method
    • Taulu S., Kajola M. Presentation of electromagnetic multichannel data: the signal space separation method. J. Appl. Phys. 2005, 97:124905-124910.
    • (2005) J. Appl. Phys. , vol.97 , pp. 124905-124910
    • Taulu, S.1    Kajola, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.