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Volumn 209, Issue 1, 2012, Pages 22-34

Probing neural activations from continuous EEG in a real-world task: Time-frequency independent component analysis

Author keywords

Air traffic control task; Data driven method; EEG; Time frequency independent component analysis

Indexed keywords

ADULT; ARTICLE; CORRELATION ANALYSIS; DECISION MAKING; DENSITY; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; EXECUTIVE FUNCTION; EXPERIMENTAL STUDY; FATIGUE; FEASIBILITY STUDY; FEMALE; FRONTAL CORTEX; HUMAN; MALE; MOTOR CORTEX; MOTOR PERFORMANCE; MOVEMENT (PHYSIOLOGY); NERVE CELL NETWORK; NERVOUS SYSTEM ELECTROPHYSIOLOGY; OCCIPITAL CORTEX; PRIORITY JOURNAL; SENSORIMOTOR FUNCTION; SOMATOSENSORY CORTEX; TASK PERFORMANCE; VISION; WORKING MEMORY;

EID: 84862264014     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2012.05.022     Document Type: Article
Times cited : (37)

References (52)
  • 1
    • 33644935037 scopus 로고    scopus 로고
    • Study design in fMRI: basic principles
    • Amaro E., Barker G.J. Study design in fMRI: basic principles. Brain Cogn 2006, 60:220-232.
    • (2006) Brain Cogn , vol.60 , pp. 220-232
    • Amaro, E.1    Barker, G.J.2
  • 2
    • 0242578049 scopus 로고    scopus 로고
    • Complex independent component analysis of frequency-domain electroencephalographic data
    • Anemuller J., Sejnowski T.J., Makeig S. Complex independent component analysis of frequency-domain electroencephalographic data. Neural Netw 2003, 16:1311-1323.
    • (2003) Neural Netw , vol.16 , pp. 1311-1323
    • Anemuller, J.1    Sejnowski, T.J.2    Makeig, S.3
  • 4
    • 0034136037 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis of complex valued signals
    • Bingham E., Hyvarinen A. A fast fixed-point algorithm for independent component analysis of complex valued signals. Int J Neural Syst 2000, 10:1-8.
    • (2000) Int J Neural Syst , vol.10 , pp. 1-8
    • Bingham, E.1    Hyvarinen, A.2
  • 5
    • 79955024787 scopus 로고    scopus 로고
    • Single-trial analysis and classification of ERP components - a tutorial
    • Blankertz B., Lemm S., Treder M., Haufe S., Muller K.R. Single-trial analysis and classification of ERP components - a tutorial. Neuroimage 2011, 56:814-825.
    • (2011) Neuroimage , vol.56 , pp. 814-825
    • Blankertz, B.1    Lemm, S.2    Treder, M.3    Haufe, S.4    Muller, K.R.5
  • 8
  • 9
  • 10
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • Delorme A., Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 2004, 134:9-21.
    • (2004) J Neurosci Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 11
    • 34548014282 scopus 로고    scopus 로고
    • Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging
    • Fox M.D., Raichle M.E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci 2007, 8:700-711.
    • (2007) Nat Rev Neurosci , vol.8 , pp. 700-711
    • Fox, M.D.1    Raichle, M.E.2
  • 12
    • 29444432367 scopus 로고    scopus 로고
    • Coherent spontaneous activity accounts for trial-to-trial variability in human evoked brain responses
    • Fox M.D., Snyder A.Z., Zacks J.M., Raichle M.E. Coherent spontaneous activity accounts for trial-to-trial variability in human evoked brain responses. Nat Neurosci 2006, 9:23-25.
    • (2006) Nat Neurosci , vol.9 , pp. 23-25
    • Fox, M.D.1    Snyder, A.Z.2    Zacks, J.M.3    Raichle, M.E.4
  • 14
    • 26244462082 scopus 로고
    • Magnetoencephalography - theory, instrumentation, and applications to noninvasive studies of the working human brain
    • Hämäläinen M., Hari R., Ilmoniemi R.J., Knuutila J., Lounasmaa O.V. Magnetoencephalography - theory, instrumentation, and applications to noninvasive studies of the working human brain. Rev Mod Phys 1993, 65:413-497.
    • (1993) Rev Mod Phys , vol.65 , pp. 413-497
    • Hämäläinen, M.1    Hari, R.2    Ilmoniemi, R.J.3    Knuutila, J.4    Lounasmaa, O.V.5
  • 15
    • 72649087477 scopus 로고    scopus 로고
    • Reliability of cortical activity during natural stimulation
    • Hasson U., Malach R., Heeger D.J. Reliability of cortical activity during natural stimulation. Trends Cogn Sci 2010, 14:40-48.
    • (2010) Trends Cogn Sci , vol.14 , pp. 40-48
    • Hasson, U.1    Malach, R.2    Heeger, D.J.3
  • 16
    • 38749134098 scopus 로고    scopus 로고
    • Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking
    • Huang R.S., Jung T.P., Delorme A., Makeig S. Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking. Neuroimage 2008, 39:1896-1909.
    • (2008) Neuroimage , vol.39 , pp. 1896-1909
    • Huang, R.S.1    Jung, T.P.2    Delorme, A.3    Makeig, S.4
  • 17
    • 70350070225 scopus 로고    scopus 로고
    • Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis
    • Hyvarinen 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
    • Hyvarinen, A.1    Ramkumar, P.2    Parkkonen, L.3    Hari, R.4
  • 19
    • 0142067457 scopus 로고    scopus 로고
    • Cortical activations during paced finger-tapping applying visual and auditory pacing stimuli
    • Jancke L., Loose R., Lutz K., Specht K., Shah N.J. Cortical activations during paced finger-tapping applying visual and auditory pacing stimuli. Brain Res Cogn Brain Res 2000, 10:51-66.
    • (2000) Brain Res Cogn Brain Res , vol.10 , pp. 51-66
    • Jancke, L.1    Loose, R.2    Lutz, K.3    Specht, K.4    Shah, N.J.5
  • 20
    • 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
  • 21
    • 0033600286 scopus 로고    scopus 로고
    • Human theta oscillations exhibit task dependence during virtual maze navigation
    • Kahana M.J., Sekuler R., Caplan J.B., Kirschen M., Madsen J.R. Human theta oscillations exhibit task dependence during virtual maze navigation. Nature 1999, 399:781-784.
    • (1999) Nature , vol.399 , pp. 781-784
    • Kahana, M.J.1    Sekuler, R.2    Caplan, J.B.3    Kirschen, M.4    Madsen, J.R.5
  • 22
    • 0033054092 scopus 로고    scopus 로고
    • Reacquisition deficits in prism adaptation after muscimol microinjection into the ventral premotor cortex of monkeys
    • Kurata K., Hoshi E. Reacquisition deficits in prism adaptation after muscimol microinjection into the ventral premotor cortex of monkeys. J Neurophysiol 1999, 81:1927-1938.
    • (1999) J Neurophysiol , vol.81 , pp. 1927-1938
    • Kurata, K.1    Hoshi, E.2
  • 23
    • 0033556834 scopus 로고    scopus 로고
    • Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources
    • Lee T.W., Girolami M., Sejnowski T.J. Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources. Neural Comput 1999, 11:417-441.
    • (1999) Neural Comput , vol.11 , pp. 417-441
    • Lee, T.W.1    Girolami, M.2    Sejnowski, T.J.3
  • 24
    • 80053188981 scopus 로고    scopus 로고
    • Application of independent component analysis with adaptive density model to complex-valued fMRI data
    • Li H., Correa N.M., Rodriguez P.A., Calhoun V.D., Adali T. Application of independent component analysis with adaptive density model to complex-valued fMRI data. IEEE Trans Biomed Eng 2011, 58:2794-2803.
    • (2011) IEEE Trans Biomed Eng , vol.58 , pp. 2794-2803
    • Li, H.1    Correa, N.M.2    Rodriguez, P.A.3    Calhoun, V.D.4    Adali, T.5
  • 25
    • 77953695767 scopus 로고    scopus 로고
    • Tonic phasic EEG and behavioral changes induced by arousing feedback
    • Lin C.T., Huang K.C., Chao C.F., Chen J.A., Chiu T.W., Ko L.W., et al. Tonic phasic EEG and behavioral changes induced by arousing feedback. Neuroimage 2010, 52:633-642.
    • (2010) Neuroimage , vol.52 , pp. 633-642
    • Lin, C.T.1    Huang, K.C.2    Chao, C.F.3    Chen, J.A.4    Chiu, T.W.5    Ko, L.W.6
  • 27
    • 0027503485 scopus 로고
    • Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones
    • Makeig S. Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones. Electroencephalogr Clin Neurophysiol 1993, 86:283-293.
    • (1993) Electroencephalogr Clin Neurophysiol , vol.86 , pp. 283-293
    • Makeig, S.1
  • 29
    • 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
  • 30
    • 34250769088 scopus 로고    scopus 로고
    • Nonparametric statistical testing of EEG- and MEG-data
    • Maris E., Oostenveld R. Nonparametric statistical testing of EEG- and MEG-data. J Neurosci Methods 2007, 164:177-190.
    • (2007) J Neurosci Methods , vol.164 , pp. 177-190
    • Maris, E.1    Oostenveld, R.2
  • 32
    • 78149422984 scopus 로고    scopus 로고
    • From maps to mechanisms through neuroimaging of schizophrenia
    • Meyer-Lindenberg A. From maps to mechanisms through neuroimaging of schizophrenia. Nature 2010, 468:194-202.
    • (2010) Nature , vol.468 , pp. 194-202
    • Meyer-Lindenberg, A.1
  • 33
    • 79951791430 scopus 로고    scopus 로고
    • ADJUST: an automatic EEG artifact detector based on the joint use of spatial and temporal features
    • Mognon A., Jovicich J., Bruzzone L., Buiatti M. ADJUST: an automatic EEG artifact detector based on the joint use of spatial and temporal features. Psychophysiology 2010, 48(2):229-240.
    • (2010) Psychophysiology , vol.48 , Issue.2 , pp. 229-240
    • Mognon, A.1    Jovicich, J.2    Bruzzone, L.3    Buiatti, M.4
  • 34
    • 56749186799 scopus 로고    scopus 로고
    • Functional role of the supplementary and pre-supplementary motor areas
    • Nachev P., Kennard C., Husain M. Functional role of the supplementary and pre-supplementary motor areas. Nat Rev Neurosci 2008, 9:856-869.
    • (2008) Nat Rev Neurosci , vol.9 , pp. 856-869
    • Nachev, P.1    Kennard, C.2    Husain, M.3
  • 36
    • 0034979051 scopus 로고    scopus 로고
    • Spatial-temporal structures of human alpha rhythms: theory, microcurrent sources, multiscale measurements, and global binding of local networks
    • Nunez P.L., Wingeier B.M., Silberstein R.B. Spatial-temporal structures of human alpha rhythms: theory, microcurrent sources, multiscale measurements, and global binding of local networks. Hum Brain Mapp 2001, 13:125-164.
    • (2001) Hum Brain Mapp , vol.13 , pp. 125-164
    • Nunez, P.L.1    Wingeier, B.M.2    Silberstein, R.B.3
  • 37
    • 0026754226 scopus 로고
    • Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging
    • Ogawa S., Tank D.W., Menon R., Ellermann J.M., Kim S.G., Merkle H., et al. Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging. Proc Natl Acad Sci USA 1992, 89:5951-5955.
    • (1992) Proc Natl Acad Sci USA , vol.89 , pp. 5951-5955
    • Ogawa, S.1    Tank, D.W.2    Menon, R.3    Ellermann, J.M.4    Kim, S.G.5    Merkle, H.6
  • 38
    • 23044481152 scopus 로고    scopus 로고
    • Frontal midline EEG dynamics during working memory
    • Onton J., Delorme A., Makeig S. Frontal midline EEG dynamics during working memory. Neuroimage 2005, 27:341-356.
    • (2005) Neuroimage , vol.27 , pp. 341-356
    • Onton, J.1    Delorme, A.2    Makeig, S.3
  • 39
    • 77952731946 scopus 로고    scopus 로고
    • High-frequency broadband modulations of electroencephalographic spectra
    • Onton J., Makeig S. High-frequency broadband modulations of electroencephalographic spectra. Front Hum Neurosci 2009, 3:61.
    • (2009) Front Hum Neurosci , vol.3 , pp. 61
    • Onton, J.1    Makeig, S.2
  • 41
    • 77950657800 scopus 로고    scopus 로고
    • Superposition model predicts EEG occipital activity during free viewing of natural scenes
    • Ossandon J.P., Helo A.V., Montefusco-Siegmund R., Maldonado P.E. Superposition model predicts EEG occipital activity during free viewing of natural scenes. J Neurosci 2010, 30:4787-4795.
    • (2010) J Neurosci , vol.30 , pp. 4787-4795
    • Ossandon, J.P.1    Helo, A.V.2    Montefusco-Siegmund, R.3    Maldonado, P.E.4
  • 42
    • 0017700883 scopus 로고
    • Graphical display and statistical evaluation of event-related desynchronization (ERD)
    • Pfurtscheller G. Graphical display and statistical evaluation of event-related desynchronization (ERD). Electroencephalogr Clin Neurophysiol 1977, 43:757-760.
    • (1977) Electroencephalogr Clin Neurophysiol , vol.43 , pp. 757-760
    • Pfurtscheller, G.1
  • 43
    • 0032829330 scopus 로고    scopus 로고
    • Event-related EEG/MEG synchronization and desynchronization: basic principles
    • Pfurtscheller G., Lopes da Silva F.H. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 1999, 110:1842-1857.
    • (1999) Clin Neurophysiol , vol.110 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes da Silva, F.H.2
  • 44
    • 0027967936 scopus 로고
    • Visualization of sensorimotor areas involved in preparation for hand movement based on classification of mu and central beta rhythms in single EEG trials in man
    • Pfurtscheller G., Pregenzer M., Neuper C. Visualization of sensorimotor areas involved in preparation for hand movement based on classification of mu and central beta rhythms in single EEG trials in man. Neurosci Lett 1994, 181:43-46.
    • (1994) Neurosci Lett , vol.181 , pp. 43-46
    • Pfurtscheller, G.1    Pregenzer, M.2    Neuper, C.3
  • 45
    • 0344688233 scopus 로고    scopus 로고
    • Functional imaging of perceptual learning in human primary and secondary somatosensory cortex
    • Pleger B., Foerster A.F., Ragert P., Dinse H.R., Schwenkreis P., Malin J.P., et al. Functional imaging of perceptual learning in human primary and secondary somatosensory cortex. Neuron 2003, 40:643-653.
    • (2003) Neuron , vol.40 , pp. 643-653
    • Pleger, B.1    Foerster, A.F.2    Ragert, P.3    Dinse, H.R.4    Schwenkreis, P.5    Malin, J.P.6
  • 49
    • 0029583187 scopus 로고
    • Functional segregation of movement-related rhythmic activity in the human brain
    • Salmelin R., Hamalainen M., Kajola M., Hari R. Functional segregation of movement-related rhythmic activity in the human brain. Neuroimage 1995, 2:237-243.
    • (1995) Neuroimage , vol.2 , pp. 237-243
    • Salmelin, R.1    Hamalainen, M.2    Kajola, M.3    Hari, R.4
  • 51
    • 57649176805 scopus 로고    scopus 로고
    • Trial-by-trial coupling between EEG and BOLD identifies networks related to alpha and theta EEG power increases during working memory maintenance
    • Scheeringa R., Petersson K.M., Oostenveld R., Norris D.G., Hagoort P., Bastiaansen M.C.M. Trial-by-trial coupling between EEG and BOLD identifies networks related to alpha and theta EEG power increases during working memory maintenance. Neuroimage 2009, 44:1224-1238.
    • (2009) Neuroimage , vol.44 , pp. 1224-1238
    • Scheeringa, R.1    Petersson, K.M.2    Oostenveld, R.3    Norris, D.G.4    Hagoort, P.5    Bastiaansen, M.C.M.6
  • 52
    • 34447542094 scopus 로고    scopus 로고
    • Decoding human brain activity during real-world experiences
    • Spiers H.J., Maguire E.A. Decoding human brain activity during real-world experiences. Trends Cogn Sci 2007, 11:356-365.
    • (2007) Trends Cogn Sci , vol.11 , pp. 356-365
    • Spiers, H.J.1    Maguire, E.A.2


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