메뉴 건너뛰기




Volumn 54, Issue 4, 2011, Pages 3028-3039

Decoding word and category-specific spatiotemporal representations from MEG and EEG

Author keywords

Decoding; EEG; Language; Machine learning; MEG; Semantic category

Indexed keywords

ACCURACY; ADULT; ARTICLE; AUDITORY STIMULATION; BRAIN MAPPING; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FRONTAL CORTEX; HUMAN; HUMAN EXPERIMENT; LANGUAGE ABILITY; MACHINE LEARNING; MAGNETOENCEPHALOGRAPHY; MALE; NORMAL HUMAN; OCCIPITAL CORTEX; PRIORITY JOURNAL; SEMANTICS; SENSOR; STIMULUS RESPONSE; SUPPORT VECTOR MACHINE; TASK PERFORMANCE; TEMPORAL CORTEX; VISUAL STIMULATION; WORD RECOGNITION;

EID: 78650962780     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.10.073     Document Type: Article
Times cited : (107)

References (54)
  • 2
    • 0027412432 scopus 로고
    • Electrophysiological evidence for task effects on semantic priming in auditory word processing
    • Bentin S., Kutas M., Hillyard S.A. Electrophysiological evidence for task effects on semantic priming in auditory word processing. Psychophysiology 1993, 30:161-169.
    • (1993) Psychophysiology , vol.30 , pp. 161-169
    • Bentin, S.1    Kutas, M.2    Hillyard, S.A.3
  • 3
    • 0042090568 scopus 로고    scopus 로고
    • The organization of conceptual knowledge: the evidence from category-specific semantic deficits
    • Caramazza A., Mahon B.Z. The organization of conceptual knowledge: the evidence from category-specific semantic deficits. Trends Cogn. Sci. 2003, 7:354-361.
    • (2003) Trends Cogn. Sci. , vol.7 , pp. 354-361
    • Caramazza, A.1    Mahon, B.Z.2
  • 4
    • 0031932521 scopus 로고    scopus 로고
    • Domain-specific knowledge systems in the brain the animate-inanimate distinction
    • Caramazza A., Shelton J.R. Domain-specific knowledge systems in the brain the animate-inanimate distinction. J. Cogn. Neurosci. 1998, 10:1-34.
    • (1998) J. Cogn. Neurosci. , vol.10 , pp. 1-34
    • Caramazza, A.1    Shelton, J.R.2
  • 6
    • 0033778373 scopus 로고    scopus 로고
    • Representation of manipulable man-made objects in the dorsal stream
    • Chao L.L., Martin A. Representation of manipulable man-made objects in the dorsal stream. Neuroimage 2000, 12:478-484.
    • (2000) Neuroimage , vol.12 , pp. 478-484
    • Chao, L.L.1    Martin, A.2
  • 7
    • 0033306364 scopus 로고    scopus 로고
    • Attribute-based neural substrates in temporal cortex for perceiving and knowing about objects
    • Chao L.L., Haxby J.V., Martin A. Attribute-based neural substrates in temporal cortex for perceiving and knowing about objects. Nat. Neurosci. 1999, 2:913-919.
    • (1999) Nat. Neurosci. , vol.2 , pp. 913-919
    • Chao, L.L.1    Haxby, J.V.2    Martin, A.3
  • 8
    • 0020522807 scopus 로고
    • Demonstration of useful differences between magnetoencephalogram and electroencephalogram
    • Cohen D., Cuffin B.N. Demonstration of useful differences between magnetoencephalogram and electroencephalogram. Electroencephalogr. Clin. Neurophysiol. 1983, 56:38-51.
    • (1983) Electroencephalogr. Clin. Neurophysiol. , vol.56 , pp. 38-51
    • Cohen, D.1    Cuffin, B.N.2
  • 9
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based vector machines
    • Crammer K., Singer Y. On the algorithmic implementation of multiclass kernel-based vector machines. J. Mach. Learn. Res. 2002, 2:265-292.
    • (2002) J. Mach. Learn. Res. , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 10
    • 0018361471 scopus 로고
    • Comparison of the magnetoencephalogram and electroencephalogram
    • Cuffin B.N., Cohen D. Comparison of the magnetoencephalogram and electroencephalogram. Electroencephalogr. Clin. Neurophysiol. 1979, 47:132-146.
    • (1979) Electroencephalogr. Clin. Neurophysiol. , vol.47 , pp. 132-146
    • Cuffin, B.N.1    Cohen, D.2
  • 12
    • 77954432524 scopus 로고    scopus 로고
    • Magnetoencephalography demonstrates multiple asynchronous generators during human sleep spindles
    • Dehghani N., Cash S.S., Rossetti A.O., Chen C.C., Halgren E. Magnetoencephalography demonstrates multiple asynchronous generators during human sleep spindles. J. Neurophysiol. 2010, 104:179-188.
    • (2010) J. Neurophysiol. , vol.104 , pp. 179-188
    • Dehghani, N.1    Cash, S.S.2    Rossetti, A.O.3    Chen, C.C.4    Halgren, E.5
  • 13
    • 0026826556 scopus 로고
    • Stages of lexical access in language production
    • Dell G.S., O'Seaghdha P.G. Stages of lexical access in language production. Cognition 1992, 42:287-314.
    • (1992) Cognition , vol.42 , pp. 287-314
    • Dell, G.S.1    O'Seaghdha, P.G.2
  • 14
    • 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. Meth. 2004, 134:9-21.
    • (2004) J. Neurosci. Meth. , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 16
    • 34047194088 scopus 로고    scopus 로고
    • Spatiotemporal cortical dynamics underlying abstract and concrete word reading
    • Dhond R.P., Witzel T., Dale A.M., Halgren E. Spatiotemporal cortical dynamics underlying abstract and concrete word reading. Hum. Brain Mapp. 2007, 28:355-362.
    • (2007) Hum. Brain Mapp. , vol.28 , pp. 355-362
    • Dhond, R.P.1    Witzel, T.2    Dale, A.M.3    Halgren, E.4
  • 20
    • 0028219609 scopus 로고
    • Interpreting magnetic fields of the brain: minimum norm estimates
    • Hämäläinen M., Ilmoniemi R. Interpreting magnetic fields of the brain: minimum norm estimates. Med. Biol. Eng. Comput. 1994, 32:35-42.
    • (1994) Med. Biol. Eng. Comput. , vol.32 , pp. 35-42
    • Hämäläinen, M.1    Ilmoniemi, R.2
  • 21
    • 41549156912 scopus 로고    scopus 로고
    • Imagery or meaning? Evidence for a semantic origin of category-specific brain activity in metabolic imaging
    • Hauk O., Davis M.H., Kherif F., Pulvermuller F. Imagery or meaning? Evidence for a semantic origin of category-specific brain activity in metabolic imaging. Eur. J. Neurosci. 2008, 27:1856-1866.
    • (2008) Eur. J. Neurosci. , vol.27 , pp. 1856-1866
    • Hauk, O.1    Davis, M.H.2    Kherif, F.3    Pulvermuller, F.4
  • 22
    • 84936526594 scopus 로고
    • Auditory and visual semantic priming in lexical decision: A comparison using event-related brain potentials
    • Holcomb P.J., Neville H.J. Auditory and visual semantic priming in lexical decision: A comparison using event-related brain potentials. Lang. Cogn. Process. 1990, 5:281-312.
    • (1990) Lang. Cogn. Process. , vol.5 , pp. 281-312
    • Holcomb, P.J.1    Neville, H.J.2
  • 23
    • 1942455718 scopus 로고    scopus 로고
    • Integration of word meaning and world knowledge in language comprehension
    • Hagoort P., Hald L., Bastiaansen M., Petersson K.M. Integration of word meaning and world knowledge in language comprehension. Science 2004, 304:438-441.
    • (2004) Science , vol.304 , pp. 438-441
    • Hagoort, P.1    Hald, L.2    Bastiaansen, M.3    Petersson, K.M.4
  • 25
    • 1442277670 scopus 로고    scopus 로고
    • The spatial and temporal signatures of word production components
    • Indefrey P., Levelt W.J. The spatial and temporal signatures of word production components. Cognition 2004, 92:101-144.
    • (2004) Cognition , vol.92 , pp. 101-144
    • Indefrey, P.1    Levelt, W.J.2
  • 26
    • 0002714543 scopus 로고    scopus 로고
    • Making Large-Scale SVM Learning Practical
    • MIT Press, Cambridge, B. Scholkopf, C.J.C. Burges, A.J. Smola (Eds.)
    • Joachims T. Making Large-Scale SVM Learning Practical. Advances in Kernel Methods-Support Vector Learning 1999, MIT Press, Cambridge. B. Scholkopf, C.J.C. Burges, A.J. Smola (Eds.).
    • (1999) Advances in Kernel Methods-Support Vector Learning
    • Joachims, T.1
  • 27
    • 78649278309 scopus 로고    scopus 로고
    • Decoding spoken words using local field potentials recorded from the cortical surface
    • Kellis S., Miller K., Thomson K., Brown R., House P., Greger B. Decoding spoken words using local field potentials recorded from the cortical surface. J. Neural Eng. 2010, 7:056007.
    • (2010) J. Neural Eng. , vol.7 , pp. 056007
    • Kellis, S.1    Miller, K.2    Thomson, K.3    Brown, R.4    House, P.5    Greger, B.6
  • 28
    • 0018864138 scopus 로고
    • Reading senseless sentences: brain potentials reflect semantic incongruity
    • Kutas M., Hillyard S.A. Reading senseless sentences: brain potentials reflect semantic incongruity. Science 1980, 207:203-205.
    • (1980) Science , vol.207 , pp. 203-205
    • Kutas, M.1    Hillyard, S.A.2
  • 29
    • 0021277713 scopus 로고
    • Brain potentials during reading reflect word expectancy and semantic association
    • Kutas M., Hillyard S.A. Brain potentials during reading reflect word expectancy and semantic association. Nature 1984, 307:161-163.
    • (1984) Nature , vol.307 , pp. 161-163
    • Kutas, M.1    Hillyard, S.A.2
  • 30
    • 0141575356 scopus 로고    scopus 로고
    • Semantic categorization in the human brain: spatiotemporal dynamics revealed by magnetoencephalography
    • Low A., Bentin S., Rockstroh B., Silberman Y., Gomolla A., Cohen R., Elbert T. Semantic categorization in the human brain: spatiotemporal dynamics revealed by magnetoencephalography. Psychol. Sci. 2003, 14:367-372.
    • (2003) Psychol. Sci. , vol.14 , pp. 367-372
    • Low, A.1    Bentin, S.2    Rockstroh, B.3    Silberman, Y.4    Gomolla, A.5    Cohen, R.6    Elbert, T.7
  • 31
    • 0037566533 scopus 로고    scopus 로고
    • Spatiotemporal dynamics of modality-specific and supramodal word processing
    • Marinkovic K., Dhond R.P., Dale A.M., Glessner M., Carr V., Halgren E. Spatiotemporal dynamics of modality-specific and supramodal word processing. Neuron 2003, 38:487-497.
    • (2003) Neuron , vol.38 , pp. 487-497
    • Marinkovic, K.1    Dhond, R.P.2    Dale, A.M.3    Glessner, M.4    Carr, V.5    Halgren, E.6
  • 32
    • 0142199139 scopus 로고    scopus 로고
    • Language processing: functional organization and neuroanatomical basis
    • Martin R.C. Language processing: functional organization and neuroanatomical basis. Annu. Rev. Psychol. 2003, 54:55-89.
    • (2003) Annu. Rev. Psychol. , vol.54 , pp. 55-89
    • Martin, R.C.1
  • 33
    • 0035312810 scopus 로고    scopus 로고
    • Semantic memory and the brain: structure and processes
    • Martin A., Chao L.L. Semantic memory and the brain: structure and processes. Curr. Opin. Neurobiol. 2001, 11:194-201.
    • (2001) Curr. Opin. Neurobiol. , vol.11 , pp. 194-201
    • Martin, A.1    Chao, L.L.2
  • 34
    • 0030071107 scopus 로고    scopus 로고
    • Neural correlates of category-specific knowledge
    • Martin A., Wiggs C.L., Ungerleider L.G., Haxby J.V. Neural correlates of category-specific knowledge. Nature 1996, 379:649-652.
    • (1996) Nature , vol.379 , pp. 649-652
    • Martin, A.1    Wiggs, C.L.2    Ungerleider, L.G.3    Haxby, J.V.4
  • 36
    • 0032950580 scopus 로고    scopus 로고
    • A functional neuroimaging study of the variables that generate category-specific object processing differences
    • Moore C.J., Price C.J. A functional neuroimaging study of the variables that generate category-specific object processing differences. Brain 1999, 122(Pt 5):943-962.
    • (1999) Brain , vol.122 , Issue.PART 5 , pp. 943-962
    • Moore, C.J.1    Price, C.J.2
  • 37
    • 0029798795 scopus 로고    scopus 로고
    • Generating 'tiger' as an animal name or a word beginning with T: differences in brain activation
    • Mummery C.J., Patterson K., Hodges J.R., Wise R.J. Generating 'tiger' as an animal name or a word beginning with T: differences in brain activation. Proc. Biol. Sci. 1996, 263:989-995.
    • (1996) Proc. Biol. Sci. , vol.263 , pp. 989-995
    • Mummery, C.J.1    Patterson, K.2    Hodges, J.R.3    Wise, R.J.4
  • 38
  • 39
    • 36348949178 scopus 로고    scopus 로고
    • Where do you know what you know? The representation of semantic knowledge in the human brain
    • Patterson K., Nestor P.J., Rogers T.T. Where do you know what you know? The representation of semantic knowledge in the human brain. Nat. Rev. Neurosci. 2007, 8:976-987.
    • (2007) Nat. Rev. Neurosci. , vol.8 , pp. 976-987
    • Patterson, K.1    Nestor, P.J.2    Rogers, T.T.3
  • 42
    • 21744451228 scopus 로고    scopus 로고
    • Brain mechanisms linking language and action
    • Pulvermuller F. Brain mechanisms linking language and action. Nat. Rev. Neurosci. 2005, 6:576-582.
    • (2005) Nat. Rev. Neurosci. , vol.6 , pp. 576-582
    • Pulvermuller, F.1
  • 43
    • 38949165373 scopus 로고    scopus 로고
    • Using FMRI brain activation to identify cognitive states associated with perception of tools and dwellings
    • Shinkareva S.V., Mason R.A., Malave V.L., Wang W., Mitchell T.M., Just M.A. Using FMRI brain activation to identify cognitive states associated with perception of tools and dwellings. PLoS ONE 2008, 3:e1394.
    • (2008) PLoS ONE , vol.3
    • Shinkareva, S.V.1    Mason, R.A.2    Malave, V.L.3    Wang, W.4    Mitchell, T.M.5    Just, M.A.6
  • 44
    • 0034682490 scopus 로고    scopus 로고
    • Brain-wave representation of words by superposition of a few sine waves
    • Suppes P., Han B. Brain-wave representation of words by superposition of a few sine waves. Proc. Natl Acad. Sci. USA 2000, 97:8738-8743.
    • (2000) Proc. Natl Acad. Sci. USA , vol.97 , pp. 8738-8743
    • Suppes, P.1    Han, B.2
  • 46
    • 0033607167 scopus 로고    scopus 로고
    • Invariance between subjects of brain wave representations of language
    • Suppes P., Han B., Epelboim J., Lu Z.-L. Invariance between subjects of brain wave representations of language. Proc. Natl Acad. Sci. USA 1999, 96:12953-12958.
    • (1999) Proc. Natl Acad. Sci. USA , vol.96 , pp. 12953-12958
    • Suppes, P.1    Han, B.2    Epelboim, J.3    Lu, Z.-L.4
  • 47
    • 0030660466 scopus 로고    scopus 로고
    • A neural basis for the retrieval of conceptual knowledge
    • Tranel D., Damasio H., Damasio A.R. A neural basis for the retrieval of conceptual knowledge. Neuropsychologia 1997, 35:1319-1327.
    • (1997) Neuropsychologia , vol.35 , pp. 1319-1327
    • Tranel, D.1    Damasio, H.2    Damasio, A.R.3
  • 48
    • 0035370263 scopus 로고    scopus 로고
    • Towards a distributed account of conceptual knowledge
    • Tyler L.K., Moss H.E. Towards a distributed account of conceptual knowledge. Trends Cogn. Sci. 2001, 5:244-252.
    • (2001) Trends Cogn. Sci. , vol.5 , pp. 244-252
    • Tyler, L.K.1    Moss, H.E.2
  • 49
    • 0033756576 scopus 로고    scopus 로고
    • Conceptual structure and the structure of concepts: a distributed account of category-specific deficits
    • Tyler L.K., Moss H.E., Durrant-Peatfield M.R., Levy J.P. Conceptual structure and the structure of concepts: a distributed account of category-specific deficits. Brain Lang. 2000, 75:195-231.
    • (2000) Brain Lang. , vol.75 , pp. 195-231
    • Tyler, L.K.1    Moss, H.E.2    Durrant-Peatfield, M.R.3    Levy, J.P.4
  • 51
    • 0021083949 scopus 로고
    • Category specific access dysphasia
    • Warrington E.K., McCarthy R. Category specific access dysphasia. Brain 1983, 106(Pt 4):859-878.
    • (1983) Brain , vol.106 , Issue.PART 4 , pp. 859-878
    • Warrington, E.K.1    McCarthy, R.2
  • 52
    • 0021140542 scopus 로고
    • Category specific semantic impairments
    • Warrington E.K., Shallice T. Category specific semantic impairments. Brain 1984, 107(Pt 3):829-854.
    • (1984) Brain , vol.107 , Issue.PART 3 , pp. 829-854
    • Warrington, E.K.1    Shallice, T.2
  • 53
    • 0038301153 scopus 로고    scopus 로고
    • The contribution of EEG coherence to the investigation of language
    • Weiss S., Mueller H.M. The contribution of EEG coherence to the investigation of language. Brain Lang. 2003, 85:325-343.
    • (2003) Brain Lang. , vol.85 , pp. 325-343
    • Weiss, S.1    Mueller, H.M.2
  • 54
    • 33645751551 scopus 로고    scopus 로고
    • Influence of tissue conductivity anisotropy on EEG/MEG field and return current computation in a realistic head model: a simulation and visualization study using high-resolution finite element modeling
    • Wolters C.H., Anwander A., Tricoche X., Weinstein D., Koch M.A., MacLeod R.S. Influence of tissue conductivity anisotropy on EEG/MEG field and return current computation in a realistic head model: a simulation and visualization study using high-resolution finite element modeling. Neuroimage 2006, 30:813-826.
    • (2006) Neuroimage , vol.30 , pp. 813-826
    • Wolters, C.H.1    Anwander, A.2    Tricoche, X.3    Weinstein, D.4    Koch, M.A.5    MacLeod, R.S.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.