메뉴 건너뛰기




Volumn 7, Issue MAY, 2014, Pages

Decoding spectrotemporal features of overt and covert speech from the human cortex

Author keywords

Covert speech; Decoding model; Electrocorticography; Pattern recognition; Speech production

Indexed keywords

ACCURACY; ADULT; ARTICLE; AUDITORY CORTEX; CLINICAL ARTICLE; CONTROLLED STUDY; ELECTROCORTICOGRAPHY; FEMALE; HUMAN; IMAGERY; MALE; MIDDLE AGED; NEUROANATOMY; POSTCENTRAL GYRUS; PRIMARY MOTOR CORTEX; SOUND DETECTION; SPEECH ANALYSIS; SPEECH IMAGERY; SPEECH PERCEPTION; SUPERIOR TEMPORAL GYRUS; TASK PERFORMANCE;

EID: 84901639833     PISSN: 16626443     EISSN: None     Source Type: Journal    
DOI: 10.3389/fneng.2014.00014     Document Type: Article
Times cited : (147)

References (82)
  • 1
    • 12144251014 scopus 로고    scopus 로고
    • The functional neuroanatomy of metrical stress evaluation of perceived and imagined spoken words
    • doi: 10.1093/cercor/bhh124
    • Aleman, A. (2004). The functional neuroanatomy of metrical stress evaluation of perceived and imagined spoken words. Cereb. Cortex 15, 221-228. doi: 10.1093/cercor/bhh124
    • (2004) Cereb. Cortex , vol.15 , pp. 221-228
    • Aleman, A.1
  • 2
    • 20444371953 scopus 로고    scopus 로고
    • Covert speech arrest induced by rTMS over both motor and nonmotor left hemisphere frontal sites
    • doi: 10.1162/0898929054021157
    • Aziz-Zadeh, L., Cattaneo, L., Rochat, M., and Rizzolatti, G. (2005). Covert speech arrest induced by rTMS over both motor and nonmotor left hemisphere frontal sites. J. Cogn. Neurosci. 17, 928-938. doi: 10.1162/0898929054021157
    • (2005) J. Cogn. Neurosci , vol.17 , pp. 928-938
    • Aziz-Zadeh, L.1    Cattaneo, L.2    Rochat, M.3    Rizzolatti, G.4
  • 3
    • 33847766190 scopus 로고    scopus 로고
    • Effects of generation mode in fMRI adaptations of semantic fluency: Paced production and overt speech
    • doi: 10.1016/j.neuropsychologia.2007.01.007
    • Basho, S., Palmer, E. D., Rubio, M. A., Wulfeck, B., and Müller, R.-A. (2007). Effects of generation mode in fMRI adaptations of semantic fluency: paced production and overt speech. Neuropsychologia 45, 1697-1706. doi: 10.1016/j.neuropsychologia.2007.01.007
    • (2007) Neuropsychologia , vol.45 , pp. 1697-1706
    • Basho, S.1    Palmer, E.D.2    Rubio, M.A.3    Wulfeck, B.4    Müller, R.-A.5
  • 5
    • 33947520760 scopus 로고    scopus 로고
    • A comparison of functional MRI and magnetoencephalography for receptive language mapping
    • doi: 10.1016/j.jneumeth.2006.10.020
    • Billingsley-Marshall, R., Clear, T., Mencl, W. E., Simos, P. G., Swank, P. R., Men, D., et al. (2007). A comparison of functional MRI and magnetoencephalography for receptive language mapping. J. Neurosci. Methods 161, 306-313. doi: 10.1016/j.jneumeth.2006.10.020
    • (2007) J. Neurosci. Methods , vol.161 , pp. 306-313
    • Billingsley-Marshall, R.1    Clear, T.2    Mencl, W.E.3    Simos, P.G.4    Swank, P.R.5    Men, D.6
  • 7
    • 67650708624 scopus 로고    scopus 로고
    • Does asynchronous neuronal activity average out on a macroscopic scale?
    • doi: 10.1523/JNEUROSCI.2020-09.2009
    • Boonstra, T. W., Houweling, S., and Muskulus, M. (2009). Does asynchronous neuronal activity average out on a macroscopic scale? J. Neurosci. 29, 8871-8874. doi: 10.1523/JNEUROSCI.2020-09.2009
    • (2009) J. Neurosci , vol.29 , pp. 8871-8874
    • Boonstra, T.W.1    Houweling, S.2    Muskulus, M.3
  • 8
    • 84861977658 scopus 로고    scopus 로고
    • Imagined speech classification with EEG signals for silent communication: A preliminary investigation into synthetic telepathy
    • in Available online at
    • Brigham, K., and Kumar, B. V. K. (2010). "Imagined speech classification with EEG signals for silent communication: a preliminary investigation into synthetic telepathy, " in IEEE. 1-4. Available online at:http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=5515807
    • (2010) IEEE , pp. 1-4
    • Brigham, K.1    Kumar, B.V.K.2
  • 9
    • 42949095207 scopus 로고    scopus 로고
    • Spatiotemporal dynamics of word processing in the human brain
    • doi: 10.3389/neuro.01.1.1.014.2007
    • Canolty, R. T. (2007). Spatiotemporal dynamics of word processing in the human brain. Front. Neurosci. 1, 185-196. doi: 10.3389/neuro.01.1.1.014.2007
    • (2007) Front. Neurosci , vol.1 , pp. 185-196
    • Canolty, R.T.1
  • 10
    • 4243060374 scopus 로고    scopus 로고
    • Learning to control a brain-machine interface for reaching and grasping by primates
    • doi: 10.1371/journal.pbio.0000042
    • Carmena, J. M., Lebedev, M. A., Crist, R. E., O'Doherty, J. E., Santucci, D. M., Dimitrov, D. F., et al. (2003). Learning to control a brain-machine interface for reaching and grasping by primates. PLoS Biol. 1:e2. doi: 10.1371/journal.pbio.0000042
    • (2003) PLoS Biol , vol.1
    • Carmena, J.M.1    Lebedev, M.A.2    Crist, R.E.3    O'Doherty, J.E.4    Santucci, D.M.5    Dimitrov, D.F.6
  • 11
    • 0040290402 scopus 로고    scopus 로고
    • Spectro-temporal modulation transfer functions and speech intelligibility
    • doi: 10.1121/1.428100
    • Chi, T., Gao, Y., Guyton, M. C., Ru, P., and Shamma, S. (1999). Spectro-temporal modulation transfer functions and speech intelligibility. J. Acoust. Soc. Am. 106, 2719-2732. doi: 10.1121/1.428100
    • (1999) J. Acoust. Soc. Am , vol.106 , pp. 2719-2732
    • Chi, T.1    Gao, Y.2    Guyton, M.C.3    Ru, P.4    Shamma, S.5
  • 12
    • 23744508888 scopus 로고    scopus 로고
    • Multiresolution spectrotemporal analysis of complex sounds
    • doi: 10.1121/1.1945807
    • Chi, T., Ru, P., and Shamma, S. A. (2005). Multiresolution spectrotemporal analysis of complex sounds. J. Acoust. Soc. Am. 118, 887. doi: 10.1121/1.1945807
    • (2005) J. Acoust. Soc. Am , vol.118 , pp. 887
    • Chi, T.1    Ru, P.2    Shamma, S.A.3
  • 13
    • 84863487187 scopus 로고    scopus 로고
    • Imagery and perception share cortical representations of content and location
    • doi: 10.1093/cercor/bhr106
    • Cichy, R. M., Heinzle, J., and Haynes, J.-D. (2012). Imagery and perception share cortical representations of content and location. Cereb. Cortex 22, 372-380. doi: 10.1093/cercor/bhr106
    • (2012) Cereb. Cortex , vol.22 , pp. 372-380
    • Cichy, R.M.1    Heinzle, J.2    Haynes, J.-D.3
  • 14
    • 0024325218 scopus 로고
    • Neuronal activity in the human lateral temporal lobe. II. responses to the subjects own voice
    • doi: 10.1007/BF00249601
    • Creutzfeldt, O., Ojemann, G., and Lettich, E. (1989). Neuronal activity in the human lateral temporal lobe. II. responses to the subjects own voice. Exp. Brain Res. 77, 476-489. doi: 10.1007/BF00249601
    • (1989) Exp. Brain Res , vol.77 , pp. 476-489
    • Creutzfeldt, O.1    Ojemann, G.2    Lettich, E.3
  • 15
    • 0035086278 scopus 로고    scopus 로고
    • Induced electrocorticographic gamma activity during auditory perception. Brazier award-winning article, 2001
    • doi: 10.1016/S1388-2457(00)00545-9
    • Crone, N. E., Boatman, D., Gordon, B., and Hao, L. (2001). Induced electrocorticographic gamma activity during auditory perception. Brazier award-winning article, 2001. Clin. Neurophysiol. 112, 565-582. doi: 10.1016/S1388-2457(00)00545-9
    • (2001) Clin. Neurophysiol , vol.112 , pp. 565-582
    • Crone, N.E.1    Boatman, D.2    Gordon, B.3    Hao, L.4
  • 16
    • 0346995477 scopus 로고    scopus 로고
    • The role of dominant premotor cortex in language: A study using intraoperative functional mapping in awake patients
    • doi: 10.1016/S1053-8119(03)00203-9
    • Duffau, H., Capelle, L., Denvil, D., Gatignol, P., Sichez, N., Lopes, M., et al. (2003). The role of dominant premotor cortex in language: a study using intraoperative functional mapping in awake patients. Neuroimage 20, 1903-1914. doi: 10.1016/S1053-8119(03)00203-9
    • (2003) Neuroimage , vol.20 , pp. 1903-1914
    • Duffau, H.1    Capelle, L.2    Denvil, D.3    Gatignol, P.4    Sichez, N.5    Lopes, M.6
  • 18
    • 63549114783 scopus 로고    scopus 로고
    • The modulation transfer function for speech intelligibility
    • doi: 10.1371/journal.pcbi.1000302
    • Elliott, T. M., and Theunissen, F. E. (2009). The modulation transfer function for speech intelligibility. PLoS Comput. Biol. 5:e1000302. doi: 10.1371/journal.pcbi.1000302
    • (2009) PLoS Comput. Biol , vol.5
    • Elliott, T.M.1    Theunissen, F.E.2
  • 19
    • 0022490370 scopus 로고
    • "Inner speech" in conduction aphasia
    • doi: 10.1001/archneur.1986.00520060053017
    • Feinberg, T. E., Gonzalez Rothi, L. J., and Heilman, K. M. (1986). "Inner speech" in conduction aphasia. Arch. Neurol. 43, 591-593. doi: 10.1001/archneur.1986.00520060053017
    • (1986) Arch. Neurol , vol.43 , pp. 591-593
    • Feinberg, T.E.1    Gonzalez Rothi, L.J.2    Heilman, K.M.3
  • 20
    • 0032477725 scopus 로고    scopus 로고
    • Neuroimaging studies of word reading
    • doi: 10.1073/pnas.95.3.914
    • Fiez, J. A., and Petersen, S. E. (1998). Neuroimaging studies of word reading. Proc. Natl. Acad. Sci. 95, 914-921. doi: 10.1073/pnas.95.3.914
    • (1998) Proc. Natl. Acad. Sci , vol.95 , pp. 914-921
    • Fiez, J.A.1    Petersen, S.E.2
  • 21
    • 0001165055 scopus 로고
    • Frequency distribution of the values of the correlation coefficient in samples from an indefinitely large population
    • doi: 10.2307/2331838
    • Fisher, R. A. (1915). Frequency distribution of the values of the correlation coefficient in samples from an indefinitely large population. Biometrika 10, 507. doi: 10.2307/2331838
    • (1915) Biometrika , vol.10 , pp. 507
    • Fisher, R.A.1
  • 22
    • 78650037622 scopus 로고    scopus 로고
    • Single-trial speech suppression of auditory cortex activity in humans
    • doi: 10.1523/JNEUROSCI.1809-10.2010
    • Flinker, A., Chang, E. F., Kirsch, H. E., Barbaro, N. M., Crone, N. E., and Knight, R. T. (2010). Single-trial speech suppression of auditory cortex activity in humans. J. Neurosci. 30, 16643-16650. doi: 10.1523/JNEUROSCI.1809-10.2010
    • (2010) J. Neurosci , vol.30 , pp. 16643-16650
    • Flinker, A.1    Chang, E.F.2    Kirsch, H.E.3    Barbaro, N.M.4    Crone, N.E.5    Knight, R.T.6
  • 23
    • 79956129472 scopus 로고    scopus 로고
    • Diffusion tensor imaging in the study of language and aphasia
    • doi: 10.1080/02687038.2010.534803
    • Geva, C., Correia, M., and Warburton, E. A. (2011a). Diffusion tensor imaging in the study of language and aphasia. Aphasiology 25, 543-558. doi: 10.1080/02687038.2010.534803
    • (2011) Aphasiology , vol.25 , pp. 543-558
    • Geva, C.1    Correia, M.2    Warburton, E.A.3
  • 24
    • 85009424160 scopus 로고    scopus 로고
    • Discrepancy between inner and overt speech: Implications for post-stroke aphasia and normal language processing
    • doi: 10.1080/02687038.2010.511236, 323-243
    • Geva, S., Bennett, S., Warburton, E., and Patterson, K. (2011b). Discrepancy between inner and overt speech: implications for post-stroke aphasia and normal language processing. Aphasiology 25, 323-243. doi: 10.1080/02687038.2010.511236
    • (2011) Aphasiology , vol.25
    • Geva, S.1    Bennett, S.2    Warburton, E.3    Patterson, K.4
  • 25
    • 80054081272 scopus 로고    scopus 로고
    • The neural correlates of inner speech defined by voxel-based lesion-symptom mapping
    • doi: 10.1093/brain/awr232
    • Geva, S., Jones, P. S., Crinion, J. T., Baron, J. C., and Warburton, E. (2011c). The neural correlates of inner speech defined by voxel-based lesion-symptom mapping. Brain 134, 3071-3082. doi: 10.1093/brain/awr232
    • (2011) Brain , vol.134 , pp. 3071-3082
    • Geva, S.1    Jones, P.S.2    Crinion, J.T.3    Baron, J.C.4    Warburton, E.5
  • 26
    • 70349448250 scopus 로고    scopus 로고
    • Computing and visualizing dynamic time warping alignments in R: The Dtw package
    • Available online at
    • Giorgino, T. (2009). Computing and visualizing dynamic time warping alignments in R: the Dtw package. J. Stat. Softw. 31, 1-24. Available online at: www.jstatsoft.org/v31/i07/
    • (2009) J. Stat. Softw , vol.31 , pp. 1-24
    • Giorgino, T.1
  • 27
    • 76849106481 scopus 로고    scopus 로고
    • A wireless brain-machine interface for real-time speech synthesis
    • doi: 10.1371/journal.pone.0008218
    • Guenther, F. H., Brumberg, J. S., Wright, E. J., Nieto-Castanon, A., Tourville, J. A., Panko, M., et al. (2009). A wireless brain-machine interface for real-time speech synthesis. PLoS ONE 4:e8218. doi: 10.1371/journal.pone.0008218
    • (2009) PLoS ONE , vol.4
    • Guenther, F.H.1    Brumberg, J.S.2    Wright, E.J.3    Nieto-Castanon, A.4    Tourville, J.A.5    Panko, M.6
  • 28
    • 33644781681 scopus 로고    scopus 로고
    • Neural modeling and imaging of the cortical interactions underlying syllable production
    • doi: 10.1016/j.bandl.2005.06.001
    • Guenther, F. H., Ghosh, S. S., and Tourville, J. A. (2006). Neural modeling and imaging of the cortical interactions underlying syllable production. Brain Lang. 96, 280-301. doi: 10.1016/j.bandl.2005.06.001
    • (2006) Brain Lang , vol.96 , pp. 280-301
    • Guenther, F.H.1    Ghosh, S.S.2    Tourville, J.A.3
  • 29
    • 84858733510 scopus 로고    scopus 로고
    • Decoding covert spatial attention using electrocorticographic (ECoG) signals in humans
    • doi: 10.1016/j.neuroimage.2012.02.017
    • Gunduz, A., Brunner, P., Daitch, A., Leuthardt, E. C., Ritaccio, A. L., Pesaran, B., et al. (2012). Decoding covert spatial attention using electrocorticographic (ECoG) signals in humans. Neuroimage 60, 2285-2293. doi: 10.1016/j.neuroimage.2012.02.017
    • (2012) Neuroimage , vol.60 , pp. 2285-2293
    • Gunduz, A.1    Brunner, P.2    Daitch, A.3    Leuthardt, E.C.4    Ritaccio, A.L.5    Pesaran, B.6
  • 30
    • 0024043830 scopus 로고
    • Mental scanning in auditory imagery for songs
    • doi: 10.1037//0278-7393.14.3.434
    • Halpern, A. R. (1988). Mental scanning in auditory imagery for songs. J. Exp. Psychol. Learn. Mem. Cogn. 14, 434-443. doi: 10.1037//0278-7393.14.3.434
    • (1988) J. Exp. Psychol. Learn. Mem. Cogn , vol.14 , pp. 434-443
    • Halpern, A.R.1
  • 31
    • 0024730340 scopus 로고
    • Memory for the absolute pitch of familiar songs
    • doi: 10.3758/BF03197080
    • Halpern, A. R. (1989). Memory for the absolute pitch of familiar songs. Mem. Cogn. 17, 572-581. doi: 10.3758/BF03197080
    • (1989) Mem. Cogn , vol.17 , pp. 572-581
    • Halpern, A.R.1
  • 32
    • 2942541147 scopus 로고    scopus 로고
    • Behavioral and neural correlates of perceived and imagined musical timbre
    • doi: 10.1016/j.neuropsychologia.2003.12.017
    • Halpern, A. R., Zatorre, R. J., Bouffard, M., and Johnson, J. A. (2004). Behavioral and neural correlates of perceived and imagined musical timbre. Neuropsychologia 42, 1281-1292. doi: 10.1016/j.neuropsychologia.2003.12.017
    • (2004) Neuropsychologia , vol.42 , pp. 1281-1292
    • Halpern, A.R.1    Zatorre, R.J.2    Bouffard, M.3    Johnson, J.A.4
  • 33
    • 0037047445 scopus 로고    scopus 로고
    • Broca's area in the human brain is involved in the selection of grammatical gender for language production: Evidence from event-related functional magnetic resonance imaging
    • doi: 10.1016/S0304-3940(02)00494-9
    • Heim, S., Opitz, B., and Friederici, A. D. (2002). Broca's area in the human brain is involved in the selection of grammatical gender for language production: evidence from event-related functional magnetic resonance imaging. Neurosci. Lett. 328, 101-104. doi: 10.1016/S0304-3940(02)00494-9
    • (2002) Neurosci. Lett , vol.328 , pp. 101-104
    • Heim, S.1    Opitz, B.2    Friederici, A.D.3
  • 34
    • 0035348355 scopus 로고    scopus 로고
    • Functional anatomy of speech perception and speech production: Psycholinguistic implications
    • doi: 10.1023/A:1010486816667
    • Hickok, G. (2001). Functional anatomy of speech perception and speech production: psycholinguistic implications.J. Psycholinguist. Res. 30, 225-235. doi: 10.1023/A:1010486816667
    • (2001) J. Psycholinguist. Res , vol.30 , pp. 225-235
    • Hickok, G.1
  • 35
    • 34247487053 scopus 로고    scopus 로고
    • The cortical organization of speech processing
    • doi: 10.1038/nrn2113
    • Hickok, G., and Poeppel, D. (2007). The cortical organization of speech processing. Nat. Rev. Neurosci. 8, 393-402. doi: 10.1038/nrn2113
    • (2007) Nat. Rev. Neurosci , vol.8 , pp. 393-402
    • Hickok, G.1    Poeppel, D.2
  • 36
    • 0027300708 scopus 로고
    • Functional magnetic resonance imaging of broca's area during internal speech
    • doi: 10.1097/00001756-199306000-00018
    • Hinke, R. M., Hu, X., Stillman, A. E., Kim, S. G., Merkle, H., Salmi, R., et al. (1993). Functional magnetic resonance imaging of broca's area during internal speech. Neuroreport 4, 675-678. doi: 10.1097/00001756-199306000-00018
    • (1993) Neuroreport , vol.4 , pp. 675-678
    • Hinke, R.M.1    Hu, X.2    Stillman, A.E.3    Kim, S.G.4    Merkle, H.5    Salmi, R.6
  • 37
    • 84861049949 scopus 로고    scopus 로고
    • Reach and grasp by people with tetraplegia using a neurally controlled robotic arm
    • doi: 10.1038/nature11076
    • Hochberg, L. R., Bacher, D., Jarosiewicz, B., Masse, N. Y., Simeral, J. D., Vogel, J., et al. (2012). Reach and grasp by people with tetraplegia using a neurally controlled robotic arm. Nature 485, 372-375. doi: 10.1038/nature11076
    • (2012) Nature , vol.485 , pp. 372-375
    • Hochberg, L.R.1    Bacher, D.2    Jarosiewicz, B.3    Masse, N.Y.4    Simeral, J.D.5    Vogel, J.6
  • 38
    • 33746160271 scopus 로고    scopus 로고
    • Neuronal ensemble control of prosthetic devices by a human with tetraplegia
    • doi: 10.1038/nature04970
    • Hochberg, L. R., Serruya, M. D., Friehs, G. M., Mukand, J. A., Saleh, M., Caplan, A. H., et al. (2006). Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature 442, 164-171. doi: 10.1038/nature04970
    • (2006) Nature , vol.442 , pp. 164-171
    • Hochberg, L.R.1    Serruya, M.D.2    Friehs, G.M.3    Mukand, J.A.4    Saleh, M.5    Caplan, A.H.6
  • 39
    • 0001267287 scopus 로고
    • The selection of variates for use in prediction with some comments on the general problem of nuisance parameters
    • doi: 10.1214/aoms/1177731867
    • Hotelling, H. (1940). The selection of variates for use in prediction with some comments on the general problem of nuisance parameters. Ann. Math. Stat. 11, 271-283. doi: 10.1214/aoms/1177731867
    • (1940) Ann. Math. Stat , vol.11 , pp. 271-283
    • Hotelling, H.1
  • 40
    • 0036136337 scopus 로고    scopus 로고
    • Comparing cortical activations for silent and overt speech using event-related fMRI
    • doi: 10.1002/hbm.1060
    • Huang, J., Carr, T. H., and Cao, Y. (2002). Comparing cortical activations for silent and overt speech using event-related fMRI. Hum. Brain Mapp. 15, 39-53. doi: 10.1002/hbm.1060
    • (2002) Hum. Brain Mapp , vol.15 , pp. 39-53
    • Huang, J.1    Carr, T.H.2    Cao, Y.3
  • 41
    • 84901603426 scopus 로고    scopus 로고
    • Auditory aspects of auditory imagery
    • in eds S. Lacey and R. Lawson (New York, NY: Springer New York), Available online at
    • Hubbard, T. L. (2013). "Auditory aspects of auditory imagery, " in Multisensory Imagery, eds S. Lacey and R. Lawson (New York, NY: Springer New York), 51-76. Available online at:http://www.springerlink.com/index/10.1007/978-1-4614-5879-1_4
    • (2013) Multisensory Imagery , pp. 51-76
    • Hubbard, T.L.1
  • 42
    • 0019065936 scopus 로고
    • The role of loudness in auditory imagery
    • doi: 10.3758/BF03211134
    • Intons-Peterson, M. J. (1980). The role of loudness in auditory imagery. Mem. Cogn. 8, 385-393. doi: 10.3758/BF03211134
    • (1980) Mem. Cogn , vol.8 , pp. 385-393
    • Intons-Peterson, M.J.1
  • 43
    • 84885629598 scopus 로고    scopus 로고
    • Action monitoring and forward control of movements
    • in ed M. Arbib (Cambridge, MA: MIT Press)
    • Jeannerod, M. (2003). "Action monitoring and forward control of movements, " in The Handbook of Brain Theory and Neural Networks, 2nd Edn, ed M. Arbib (Cambridge, MA: MIT Press), 83-85.
    • (2003) The Handbook of Brain Theory and Neural Networks, 2nd Edn , pp. 83-85
    • Jeannerod, M.1
  • 44
    • 84861583349 scopus 로고    scopus 로고
    • Variance and autocorrelation of the spontaneous slow brain activity
    • doi: 10.1371/journal.pone.0038131
    • Kaneoke, Y., Donishi, T., Iwatani, J., Ukai, S., Shinosaki, K., and Terada, M. (2012). Variance and autocorrelation of the spontaneous slow brain activity. PLoS ONE 7:e38131. doi: 10.1371/journal.pone.0038131
    • (2012) PLoS ONE , vol.7
    • Kaneoke, Y.1    Donishi, T.2    Iwatani, J.3    Ukai, S.4    Shinosaki, K.5    Terada, M.6
  • 45
    • 60749093388 scopus 로고    scopus 로고
    • I can see what you see
    • doi: 10.1038/nn0309-245
    • Kay, K. N., and Gallant, J. L. (2009). I can see what you see. Nat. Neurosci. 12:245. doi: 10.1038/nn0309-245
    • (2009) Nat. Neurosci , vol.12 , pp. 245
    • Kay, K.N.1    Gallant, J.L.2
  • 46
    • 41149148634 scopus 로고    scopus 로고
    • Identifying natural images from human brain activity
    • doi: 10.1038/nature06713
    • Kay, K. N., Naselaris, T., Prenger, R. J., and Gallant, J. L. (2008). Identifying natural images from human brain activity. Nature 452, 352-355. doi: 10.1038/nature06713
    • (2008) Nature , vol.452 , pp. 352-355
    • Kay, K.N.1    Naselaris, T.2    Prenger, R.J.3    Gallant, J.L.4
  • 48
    • 20444447517 scopus 로고    scopus 로고
    • Mental images and the brain
    • doi: 10.1080/02643290442000130
    • Kosslyn, S. M. (2005). Mental images and the brain. Cogn. Neuropsychol. 22, 333-347. doi: 10.1080/02643290442000130
    • (2005) Cogn. Neuropsychol , vol.22 , pp. 333-347
    • Kosslyn, S.M.1
  • 49
    • 0035463811 scopus 로고    scopus 로고
    • Neural foundations of imagery
    • doi: 10.1038/35090055
    • Kosslyn, S. M., Ganis, G., and Thompson, W. L. (2001). Neural foundations of imagery. Nat. Rev. Neurosci. 2, 635-642. doi: 10.1038/35090055
    • (2001) Nat. Rev. Neurosci , vol.2 , pp. 635-642
    • Kosslyn, S.M.1    Ganis, G.2    Thompson, W.L.3
  • 50
    • 0002795751 scopus 로고    scopus 로고
    • Shared mechanisms in visual imagery and visual perception: Insights from cognitive neuroscience
    • in 2nd Edn, ed M. S. Gazzaniga (Cambridge, MA: MIT Press)
    • Kosslyn, S. M., and Thompson, W. L. (2000). "Shared mechanisms in visual imagery and visual perception: insights from cognitive neuroscience, " in The New Cognitive Neurosciences, 2nd Edn, ed M. S. Gazzaniga (Cambridge, MA: MIT Press).
    • (2000) The New Cognitive Neurosciences
    • Kosslyn, S.M.1    Thompson, W.L.2
  • 51
    • 84865376351 scopus 로고    scopus 로고
    • High-frequency neural activity and human cognition: Past, present and possible future of intracranial EEG research
    • doi: 10.1016/j.pneurobio.2012.06.008
    • Lachaux, J. P., Axmacher, N., Mormann, F., Halgren, E., and Crone, N. E. (2012). High-frequency neural activity and human cognition: past, present and possible future of intracranial EEG research. Prog. Neurobiol. 98, 279-301. doi: 10.1016/j.pneurobio.2012.06.008
    • (2012) Prog. Neurobiol , vol.98 , pp. 279-301
    • Lachaux, J.P.1    Axmacher, N.2    Mormann, F.3    Halgren, E.4    Crone, N.E.5
  • 52
    • 0033922981 scopus 로고    scopus 로고
    • Automated talairach atlas labels for functional brain mapping
    • doi: 10.1002/1097-0193(200007)10:3%3C120::AID-HBM30%3E3.0.CO;2-8
    • Lancaster, J. L., Woldorff, M. G., Parsons, L. M., Liotti, M., Freitas, C. S., Rainey, L., et al. (2000). Automated talairach atlas labels for functional brain mapping. Hum. Brain Mapp. 10, 120-131. doi: 10.1002/1097-0193(200007)10:3%3C120::AID-HBM30%3E3.0.CO;2-8
    • (2000) Hum. Brain Mapp , vol.10 , pp. 120-131
    • Lancaster, J.L.1    Woldorff, M.G.2    Parsons, L.M.3    Liotti, M.4    Freitas, C.S.5    Rainey, L.6
  • 53
    • 6344249527 scopus 로고    scopus 로고
    • A brain-computer interface using electrocorticographic signals in humans
    • doi: 10.1088/1741-2560/1/2/001
    • Leuthardt, E. C., Schalk, G., Wolpaw, J. R., Ojemann, J. G., and Moran, D. W. (2004). A brain-computer interface using electrocorticographic signals in humans. J. Neural Eng. 1, 63-71. doi: 10.1088/1741-2560/1/2/001
    • (2004) J. Neural Eng , vol.1 , pp. 63-71
    • Leuthardt, E.C.1    Schalk, G.2    Wolpaw, J.R.3    Ojemann, J.G.4    Moran, D.W.5
  • 54
    • 84867044975 scopus 로고    scopus 로고
    • Intra-cranial recordings of brain activity during language production
    • doi: 10.3389/fpsyg.2011.00375
    • Llorens, A., Trébuchon, A., Liégeois-Chauvel, C., and Alario, F.-X. (2011). Intra-cranial recordings of brain activity during language production. Front. Psychol. 2:375. doi: 10.3389/fpsyg.2011.00375
    • (2011) Front. Psychol , vol.2 , pp. 375
    • Llorens, A.1    Trébuchon, A.2    Liégeois-Chauvel, C.3    Alario, F.-X.4
  • 55
  • 56
    • 72749084382 scopus 로고    scopus 로고
    • Influence of context and behavior on stimulus reconstruction from neural activity in primary auditory cortex
    • doi: 10.1152/jn.91128.2008
    • Mesgarani, N., David, S. V., Fritz, J. B., and Shamma, S. A. (2009). Influence of context and behavior on stimulus reconstruction from neural activity in primary auditory cortex. J. Neurophysiol. 102, 3329-3339. doi: 10.1152/jn.91128.2008
    • (2009) J. Neurophysiol , vol.102 , pp. 3329-3339
    • Mesgarani, N.1    David, S.V.2    Fritz, J.B.3    Shamma, S.A.4
  • 57
    • 33847387095 scopus 로고    scopus 로고
    • Spectral changes in cortical surface potentials during motor movement
    • doi: 10.1523/JNEUROSCI.3886-06.2007
    • Miller, K. J., Leuthardt, E. C., Schalk, G., Rao, R. P. N., Anderson, N. R., Moran, D. W., et al. (2007). Spectral changes in cortical surface potentials during motor movement. J. Neurosci. 27, 2424-2432. doi: 10.1523/JNEUROSCI.3886-06.2007
    • (2007) J. Neurosci , vol.27 , pp. 2424-2432
    • Miller, K.J.1    Leuthardt, E.C.2    Schalk, G.3    Rao, R.P.N.4    Anderson, N.R.5    Moran, D.W.6
  • 59
    • 79955010085 scopus 로고    scopus 로고
    • Encoding and decoding in fMRI
    • doi: 10.1016/j.neuroimage.2010.07.073
    • Naselaris, T., Kay, K. N., Nishimoto, S., and Gallant, J. L. (2011). Encoding and decoding in fMRI. Neuroimage 56, 400-410. doi: 10.1016/j.neuroimage.2010.07.073
    • (2011) Neuroimage , vol.56 , pp. 400-410
    • Naselaris, T.1    Kay, K.N.2    Nishimoto, S.3    Gallant, J.L.4
  • 60
    • 0034977396 scopus 로고    scopus 로고
    • An event-related fMRI study of overt and covert word stem completion
    • doi: 10.1006/nimg.2001.0779
    • Palmer, E. D., Rosen, H. J., Ojemann, J. G., Buckner, R. L., Kelley, W. M., and Petersen, S. E. (2001). An event-related fMRI study of overt and covert word stem completion. Neuroimage 14, 182-193. doi: 10.1006/nimg.2001.0779
    • (2001) Neuroimage , vol.14 , pp. 182-193
    • Palmer, E.D.1    Rosen, H.J.2    Ojemann, J.G.3    Buckner, R.L.4    Kelley, W.M.5    Petersen, S.E.6
  • 61
    • 84859009233 scopus 로고    scopus 로고
    • Effects of covert and overt paradigms in clinical language fMRI
    • doi: 10.1016/j.acra.2011.12.017
    • Partovi, S., Konrad, F., Karimi, S., Rengier, F., Lyo, J. K., Zipp, L., et al. (2012). Effects of covert and overt paradigms in clinical language fMRI. Acad. Radiol. 19, 518-525. doi: 10.1016/j.acra.2011.12.017
    • (2012) Acad. Radiol , vol.19 , pp. 518-525
    • Partovi, S.1    Konrad, F.2    Karimi, S.3    Rengier, F.4    Lyo, J.K.5    Zipp, L.6
  • 62
    • 84856467482 scopus 로고    scopus 로고
    • Reconstructing speech from human auditory cortex
    • doi: 10.1371/journal.pbio.1001251
    • Pasley, B. N., David, S. V., Mesgarani, N., Flinker, A., Shamma, S. A., Crone, N. E., et al. (2012). Reconstructing speech from human auditory cortex. PLoS Biol. 10:e1001251. doi: 10.1371/journal.pbio.1001251
    • (2012) PLoS Biol , vol.10
    • Pasley, B.N.1    David, S.V.2    Mesgarani, N.3    Flinker, A.4    Shamma, S.A.5    Crone, N.E.6
  • 63
    • 78650940496 scopus 로고    scopus 로고
    • Spatiotemporal dynamics of electrocorticographic high gamma activity during overt and covert word repetition
    • doi: 10.1016/j.neuroimage.2010.10.029
    • Pei, X., Leuthardt, E. C., Gaona, C. M., Brunner, P., Wolpaw, J. R., and Schalk, G. (2011). Spatiotemporal dynamics of electrocorticographic high gamma activity during overt and covert word repetition. Neuroimage 54, 2960-2972. doi: 10.1016/j.neuroimage.2010.10.029
    • (2011) Neuroimage , vol.54 , pp. 2960-2972
    • Pei, X.1    Leuthardt, E.C.2    Gaona, C.M.3    Brunner, P.4    Wolpaw, J.R.5    Schalk, G.6
  • 64
    • 36549048329 scopus 로고    scopus 로고
    • Prediction of arm movement trajectories from ECoG-recordings in humans
    • doi: 10.1016/j.jneumeth.2007.10.001
    • Pistohl, T., Ball, T., Schulze-Bonhage, A., Aertsen, A., and Mehring, C. (2008). Prediction of arm movement trajectories from ECoG-recordings in humans. J. Neurosci. Methods 167, 105-114. doi: 10.1016/j.jneumeth.2007.10.001
    • (2008) J. Neurosci. Methods , vol.167 , pp. 105-114
    • Pistohl, T.1    Ball, T.2    Schulze-Bonhage, A.3    Aertsen, A.4    Mehring, C.5
  • 65
    • 0026905276 scopus 로고
    • The role of spectral and dynamic cues in imagery for musical timbre
    • doi: 10.1037//0096-1523.18.3.728
    • Pitt, M. A., and Crowder, R. G. (1992). The role of spectral and dynamic cues in imagery for musical timbre. J. Exp. Psychol. Hum Percept. Perform. 18, 728-738. doi: 10.1037//0096-1523.18.3.728
    • (1992) J. Exp. Psychol. Hum Percept. Perform , vol.18 , pp. 728-738
    • Pitt, M.A.1    Crowder, R.G.2
  • 66
    • 84860814161 scopus 로고    scopus 로고
    • A generative model of speech production in broca's and wernicke's areas
    • doi: 10.3389/fpsyg.2011.00237
    • Price, C. J. (2011). A generative model of speech production in broca's and wernicke's areas. Front. Psychol. 2:237. doi: 10.3389/fpsyg.2011.00237
    • (2011) Front. Psychol , vol.2 , pp. 237
    • Price, C.J.1
  • 67
    • 84862987111 scopus 로고    scopus 로고
    • A review and synthesis of the first 20years of PET and fMRI studies of heard speech, spoken language and reading
    • doi: 10.1016/j.neuroimage.2012.04.062
    • Price, C. J. (2012). A review and synthesis of the first 20years of PET and fMRI studies of heard speech, spoken language and reading. Neuroimage 62, 816-847. doi: 10.1016/j.neuroimage.2012.04.062
    • (2012) Neuroimage , vol.62 , pp. 816-847
    • Price, C.J.1
  • 69
    • 0034029574 scopus 로고    scopus 로고
    • Comparison of brain activation during word retrieval done silently and aloud using fMRI
    • doi: 10.1006/brcg.1999.1100
    • Rosen, H. J., Ojemann, J. G., Ollinger, J. M., and Petersen, S. E. (2000). Comparison of brain activation during word retrieval done silently and aloud using fMRI. Brain Cogn. 42, 201-217. doi: 10.1006/brcg.1999.1100
    • (2000) Brain Cogn , vol.42 , pp. 201-217
    • Rosen, H.J.1    Ojemann, J.G.2    Ollinger, J.M.3    Petersen, S.E.4
  • 70
    • 8044241596 scopus 로고    scopus 로고
    • Possible involvement of primary motor cortex in mentally simulated movement: A functional magnetic resonance imaging study
    • doi: 10.1097/00001756-199605170-00012
    • Roth, M., Decety, J., Raybaudi, M., Massarelli, R., Delon-Martin, C., Segebarth, C., et al. (1996). Possible involvement of primary motor cortex in mentally simulated movement: a functional magnetic resonance imaging study. Neuroreport 7, 1280-1284. doi: 10.1097/00001756-199605170-00012
    • (1996) Neuroreport , vol.7 , pp. 1280-1284
    • Roth, M.1    Decety, J.2    Raybaudi, M.3    Massarelli, R.4    Delon-Martin, C.5    Segebarth, C.6
  • 71
    • 84901603427 scopus 로고
    • The gettysburg address
    • in ed A. Lincoln (New Brunswick, NJ: Rutgers UP)
    • Roy, E., and Basler, P. (1955). "The gettysburg address, " in The Collected Works of Abraham Lincoln, ed A. Lincoln (New Brunswick, NJ: Rutgers UP), 611-612.
    • (1955) The Collected Works of Abraham Lincoln , pp. 611-612
    • Roy, E.1    Basler, P.2
  • 72
    • 0017930815 scopus 로고
    • Dynamic programming algorithm optimization for spoken word recognition
    • doi: 10.1109/TASSP.1978.1163055
    • Sakoe, H., and Chiba, S. (1978). Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust. 26, 43-49. doi: 10.1109/TASSP.1978.1163055
    • (1978) IEEE Trans. Acoust , vol.26 , pp. 43-49
    • Sakoe, H.1    Chiba, S.2
  • 74
    • 36549008781 scopus 로고    scopus 로고
    • Decoding two-dimensional movement trajectories using electrocorticographic signals in humans
    • doi: 10.1088/1741-2560/4/3/012
    • Schalk, G., Kubánek, J., Miller, K. J., Anderson, N. R., Leuthardt, E. C., Ojemann, J. G., et al. (2007). Decoding two-dimensional movement trajectories using electrocorticographic signals in humans. J. Neural Eng. 4, 264-275. doi: 10.1088/1741-2560/4/3/012
    • (2007) J. Neural Eng , vol.4 , pp. 264-275
    • Schalk, G.1    Kubánek, J.2    Miller, K.J.3    Anderson, N.R.4    Leuthardt, E.C.5    Ojemann, J.G.6
  • 75
    • 2442715236 scopus 로고    scopus 로고
    • BCI2000: A general-purpose brain-computer interface (BCI) system
    • doi: 10.1109/TBME.2004.827072
    • Schalk, G., McFarland, D. J., Hinterberger, T., Birbaumer, N., and Wolpaw, J. R. (2004). BCI2000: a general-purpose brain-computer interface (BCI) system. IEEE Trans. Biomed. Eng. 51, 1034-1043. doi: 10.1109/TBME.2004.827072
    • (2004) IEEE Trans. Biomed. Eng , vol.51 , pp. 1034-1043
    • Schalk, G.1    McFarland, D.J.2    Hinterberger, T.3    Birbaumer, N.4    Wolpaw, J.R.5
  • 76
    • 0345012059 scopus 로고    scopus 로고
    • Physiological foundations of temporal integration in the perception of speech
    • doi: 10.1016/j.wocn.2003.09.001
    • Shamma, S. (2003). Physiological foundations of temporal integration in the perception of speech. J. Phon. 31, 495-501. doi: 10.1016/j.wocn.2003.09.001
    • (2003) J. Phon , vol.31 , pp. 495-501
    • Shamma, S.1
  • 77
    • 14844297369 scopus 로고    scopus 로고
    • An fMRI investigation of covertly and overtly produced mono-and multisyllabic words
    • doi: 10.1016/j.bandl.2004.07.007
    • Shuster, L. I., and Lemieux, S. K. (2005). An fMRI investigation of covertly and overtly produced mono-and multisyllabic words. Brain Lang. 93, 20-31. doi: 10.1016/j.bandl.2004.07.007
    • (2005) Brain Lang , vol.93 , pp. 20-31
    • Shuster, L.I.1    Lemieux, S.K.2
  • 78
    • 23744478627 scopus 로고    scopus 로고
    • Olfactory imagery: A review
    • doi: 10.3758/BF03196369
    • Stevenson, R. J., and Case, T. I. (2005). Olfactory imagery: a review. Psychon. Bull. Rev. 12, 244-264. doi: 10.3758/BF03196369
    • (2005) Psychon. Bull. Rev , vol.12 , pp. 244-264
    • Stevenson, R.J.1    Case, T.I.2
  • 79
    • 84933671926 scopus 로고    scopus 로고
    • Mental imagery of speech: Linking motor and perceptual systems through internal simulation and estimation
    • doi: 10.3389/fnhum.2012.00314
    • Tian, X., and Poeppel, D. (2012). Mental imagery of speech: linking motor and perceptual systems through internal simulation and estimation. Front. Hum. Neurosci. 6:314. doi: 10.3389/fnhum.2012.00314
    • (2012) Front. Hum. Neurosci , vol.6 , pp. 314
    • Tian, X.1    Poeppel, D.2
  • 80
    • 49449093715 scopus 로고    scopus 로고
    • ECoG gamma activity during a language task: Differentiating expressive and receptive speech areas
    • doi: 10.1093/brain/awn147
    • Towle, V. L., Yoon, H.-A., Castelle, M., Edgar, J. C., Biassou, N. M., Frim, D. M., et al. (2008). ECoG gamma activity during a language task: differentiating expressive and receptive speech areas. Brain 131, 2013-2027. doi: 10.1093/brain/awn147
    • (2008) Brain , vol.131 , pp. 2013-2027
    • Towle, V.L.1    Yoon, H.-A.2    Castelle, M.3    Edgar, J.C.4    Biassou, N.M.5    Frim, D.M.6
  • 81
    • 0030686449 scopus 로고    scopus 로고
    • Decoding visual information from a population of retinal ganglion cells
    • Warland, D. K., Reinagel, P., and Meister, M. (1997). Decoding visual information from a population of retinal ganglion cells. J. Neurophysiol. 78, 2336-2350.
    • (1997) J. Neurophysiol , vol.78 , pp. 2336-2350
    • Warland, D.K.1    Reinagel, P.2    Meister, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.