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Volumn 78, Issue , 2013, Pages 261-269

Searchlight analysis: Promise, pitfalls, and potential

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; INFORMATION PROCESSING; MULTIVARIATE PATTERN ANALYSIS; NEUROIMAGING; NOTE; PRIORITY JOURNAL; SENSITIVITY ANALYSIS; SUPPORT VECTOR MACHINE; VOXEL BASED MORPHOMETRY;

EID: 84877336908     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.03.041     Document Type: Note
Times cited : (179)

References (49)
  • 1
    • 63449097461 scopus 로고    scopus 로고
    • What's new in neuroimaging methods?
    • Bandettini P.A. What's new in neuroimaging methods?. Ann. N. Y. Acad. Sci. 2009, 1156:260-293.
    • (2009) Ann. N. Y. Acad. Sci. , vol.1156 , pp. 260-293
    • Bandettini, P.A.1
  • 2
    • 79955015038 scopus 로고    scopus 로고
    • A Monte Carlo method for locally multivariate brain mapping
    • Björnsdotter M., Rylander K., Wessberg J. A Monte Carlo method for locally multivariate brain mapping. Neuroimage 2011, 56:508-516.
    • (2011) Neuroimage , vol.56 , pp. 508-516
    • Björnsdotter, M.1    Rylander, K.2    Wessberg, J.3
  • 3
    • 0037765189 scopus 로고    scopus 로고
    • Patterns of activity in the categorical representations of objects
    • Carlson T.A., Schrater P., He S. Patterns of activity in the categorical representations of objects. J. Cogn. Neurosci. 2003, 15:704-717.
    • (2003) J. Cogn. Neurosci. , vol.15 , pp. 704-717
    • Carlson, T.A.1    Schrater, P.2    He, S.3
  • 5
    • 37549029793 scopus 로고    scopus 로고
    • The properties of high-dimensional data spaces: implications for exploring gene and protein expression data
    • Clarke R., Ressom H.W., Wang A., Xuan J., Liu M.C., Gehan E.A., Wang Y. The properties of high-dimensional data spaces: implications for exploring gene and protein expression data. Nat. Rev. Cancer 2008, 8:37-49.
    • (2008) Nat. Rev. Cancer , vol.8 , pp. 37-49
    • Clarke, R.1    Ressom, H.W.2    Wang, A.3    Xuan, J.4    Liu, M.C.5    Gehan, E.A.6    Wang, Y.7
  • 7
    • 84875974096 scopus 로고    scopus 로고
    • Two Distinct Ipsilateral Cortical Representations for Individuated Finger Movements
    • (in press)
    • Diedrichsen J., Wiestler T., Krakauer J.W. Two Distinct Ipsilateral Cortical Representations for Individuated Finger Movements. Cereb. Cortex 2013, (in press). 10.1093/cercor/bhs120.
    • (2013) Cereb. Cortex
    • Diedrichsen, J.1    Wiestler, T.2    Krakauer, J.W.3
  • 11
    • 84872527748 scopus 로고    scopus 로고
    • Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons
    • Springer, Berlin Heidelberg, N. Ayache, H. Delingette, P. Golland, K. Mori (Eds.)
    • Gaonkar B., Davatzikos C. Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 2012, 723-730. Springer, Berlin Heidelberg. N. Ayache, H. Delingette, P. Golland, K. Mori (Eds.).
    • (2012) Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 , pp. 723-730
    • Gaonkar, B.1    Davatzikos, C.2
  • 13
    • 84862993252 scopus 로고    scopus 로고
    • Multivariate pattern analysis of fMRI: the early beginnings
    • Haxby J.V. Multivariate pattern analysis of fMRI: the early beginnings. Neuroimage 2012, 62:852-855.
    • (2012) Neuroimage , vol.62 , pp. 852-855
    • Haxby, J.V.1
  • 14
    • 0035964792 scopus 로고    scopus 로고
    • Distributed and overlapping representations of faces and objects in ventral temporal cortex
    • Haxby J.V., Gobbini M.I., Furey M.L., Ishai A., Schouten J.L., Pietrini P. Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 2001, 293:2425-2430.
    • (2001) Science , vol.293 , pp. 2425-2430
    • Haxby, J.V.1    Gobbini, M.I.2    Furey, M.L.3    Ishai, A.4    Schouten, J.L.5    Pietrini, P.6
  • 15
    • 17844361888 scopus 로고    scopus 로고
    • Predicting the orientation of invisible stimuli from activity in human primary visual cortex
    • Haynes J.-D., Rees G. Predicting the orientation of invisible stimuli from activity in human primary visual cortex. Nat. Neurosci. 2005, 8:686-691.
    • (2005) Nat. Neurosci. , vol.8 , pp. 686-691
    • Haynes, J.-D.1    Rees, G.2
  • 19
    • 84857142832 scopus 로고    scopus 로고
    • Analyses of regional-average activation and multivoxel pattern information tell complementary stories
    • Jimura K., Poldrack R.A. Analyses of regional-average activation and multivoxel pattern information tell complementary stories. Neuropsychologia 2012, 50:544-552.
    • (2012) Neuropsychologia , vol.50 , pp. 544-552
    • Jimura, K.1    Poldrack, R.A.2
  • 20
    • 17844380475 scopus 로고    scopus 로고
    • Decoding the visual and subjective contents of the human brain
    • Kamitani Y., Tong F. Decoding the visual and subjective contents of the human brain. Nat. Neurosci. 2005, 8:679-685.
    • (2005) Nat. Neurosci. , vol.8 , pp. 679-685
    • Kamitani, Y.1    Tong, F.2
  • 21
    • 33745117257 scopus 로고    scopus 로고
    • Decoding seen and attended motion directions from activity in the human visual cortex
    • Kamitani Y., Tong F. Decoding seen and attended motion directions from activity in the human visual cortex. Curr. Biol. 2006, 16:1096-1102.
    • (2006) Curr. Biol. , vol.16 , pp. 1096-1102
    • Kamitani, Y.1    Tong, F.2
  • 22
    • 41149148634 scopus 로고    scopus 로고
    • Identifying natural images from human brain activity
    • Kay K.N., Naselaris T., Prenger R.J., Gallant J.L. Identifying natural images from human brain activity. Nature 2008, 452:352-356.
    • (2008) Nature , vol.452 , pp. 352-356
    • Kay, K.N.1    Naselaris, T.2    Prenger, R.J.3    Gallant, J.L.4
  • 23
    • 67649239046 scopus 로고    scopus 로고
    • Recruitment of an area involved in eye movements during mental arithmetic
    • Knops A., Thirion B., Hubbard E.M., Michel V., Dehaene S. Recruitment of an area involved in eye movements during mental arithmetic. Science 2009, 324:1583-1585.
    • (2009) Science , vol.324 , pp. 1583-1585
    • Knops, A.1    Thirion, B.2    Hubbard, E.M.3    Michel, V.4    Dehaene, S.5
  • 24
    • 35448999574 scopus 로고    scopus 로고
    • Analyzing for information, not activation, to exploit high-resolution fMRI
    • Kriegeskorte N., Bandettini P. Analyzing for information, not activation, to exploit high-resolution fMRI. Neuroimage 2007, 38:649-662.
    • (2007) Neuroimage , vol.38 , pp. 649-662
    • Kriegeskorte, N.1    Bandettini, P.2
  • 25
    • 35448983424 scopus 로고    scopus 로고
    • Combining the tools: activation- and information-based fMRI analysis
    • Kriegeskorte N., Bandettini P. Combining the tools: activation- and information-based fMRI analysis. Neuroimage 2007, 38:666-668.
    • (2007) Neuroimage , vol.38 , pp. 666-668
    • Kriegeskorte, N.1    Bandettini, P.2
  • 26
    • 33644870032 scopus 로고    scopus 로고
    • Information-based functional brain mapping
    • Kriegeskorte N., Goebel R., Bandettini P. Information-based functional brain mapping. PNAS 2006, 103:3863-3868.
    • (2006) PNAS , vol.103 , pp. 3863-3868
    • Kriegeskorte, N.1    Goebel, R.2    Bandettini, P.3
  • 27
  • 28
    • 71849089178 scopus 로고    scopus 로고
    • How does an fMRI voxel sample the neuronal activity pattern: compact-kernel or complex spatiotemporal filter?
    • Kriegeskorte N., Cusack R., Bandettini P. How does an fMRI voxel sample the neuronal activity pattern: compact-kernel or complex spatiotemporal filter?. Neuroimage 2010, 49:1965-1976.
    • (2010) Neuroimage , vol.49 , pp. 1965-1976
    • Kriegeskorte, N.1    Cusack, R.2    Bandettini, P.3
  • 31
    • 33750737054 scopus 로고    scopus 로고
    • The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data
    • Mourao-Miranda J., Reynaud E., McGlone F., Calvert G., Brammer M. The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data. Neuroimage 2006, 33:1055-1065.
    • (2006) Neuroimage , vol.33 , pp. 1055-1065
    • Mourao-Miranda, J.1    Reynaud, E.2    McGlone, F.3    Calvert, G.4    Brammer, M.5
  • 32
    • 79959949625 scopus 로고    scopus 로고
    • Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis
    • Nestor A., Plaut D.C., Behrmann M. Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis. Proc. Natl. Acad. Sci. 2011, 108:9998-10003.
    • (2011) Proc. Natl. Acad. Sci. , vol.108 , pp. 9998-10003
    • Nestor, A.1    Plaut, D.C.2    Behrmann, M.3
  • 33
    • 33748178966 scopus 로고    scopus 로고
    • Beyond mind-reading: multi-voxel pattern analysis of fMRI data
    • Norman K.A., Polyn S.M., Detre G.J., Haxby J.V. Beyond mind-reading: multi-voxel pattern analysis of fMRI data. Trends Cogn. Sci. 2006, 10:424-430.
    • (2006) Trends Cogn. Sci. , vol.10 , pp. 424-430
    • Norman, K.A.1    Polyn, S.M.2    Detre, G.J.3    Haxby, J.V.4
  • 34
    • 77955956472 scopus 로고    scopus 로고
    • Surface-based information mapping reveals crossmodal vision-action representations in human parietal and occipitotemporal cortex
    • Oosterhof N.N., Wiggett A.J., Diedrichsen J., Tipper S.P., Downing P.E. Surface-based information mapping reveals crossmodal vision-action representations in human parietal and occipitotemporal cortex. J. Neurophysiol. 2010, 104:1077-1089.
    • (2010) J. Neurophysiol. , vol.104 , pp. 1077-1089
    • Oosterhof, N.N.1    Wiggett, A.J.2    Diedrichsen, J.3    Tipper, S.P.4    Downing, P.E.5
  • 35
    • 77955936272 scopus 로고    scopus 로고
    • A comparison of volume-based and surface-based multi-voxel pattern analysis
    • Oosterhof N.N., Wiestler T., Downing P.E., Diedrichsen J. A comparison of volume-based and surface-based multi-voxel pattern analysis. Neuroimage 2011, 56:593-600.
    • (2011) Neuroimage , vol.56 , pp. 593-600
    • Oosterhof, N.N.1    Wiestler, T.2    Downing, P.E.3    Diedrichsen, J.4
  • 36
    • 71849083275 scopus 로고    scopus 로고
    • Against hyperacuity in brain reading: spatial smoothing does not hurt multivariate fMRI analyses?
    • Op de Beeck H.P. Against hyperacuity in brain reading: spatial smoothing does not hurt multivariate fMRI analyses?. Neuroimage 2010, 49:1943-1948.
    • (2010) Neuroimage , vol.49 , pp. 1943-1948
    • Op de Beeck, H.P.1
  • 37
    • 79954991674 scopus 로고    scopus 로고
    • Information mapping with pattern classifiers: a comparative study
    • Pereira F., Botvinick M. Information mapping with pattern classifiers: a comparative study. Neuroimage 2011, 56:476-496.
    • (2011) Neuroimage , vol.56 , pp. 476-496
    • Pereira, F.1    Botvinick, M.2
  • 39
    • 77449104567 scopus 로고    scopus 로고
    • Pattern-information fMRI: new questions which it opens up and challenges which face it
    • Raizada R.D.S., Kriegeskorte N. Pattern-information fMRI: new questions which it opens up and challenges which face it. Int. J. Imaging Syst. Technol. 2010, 20:31-41.
    • (2010) Int. J. Imaging Syst. Technol. , vol.20 , pp. 31-41
    • Raizada, R.D.S.1    Kriegeskorte, N.2
  • 41
    • 84868260207 scopus 로고    scopus 로고
    • Statistical inference and multiple testing correction in classification-based multi-voxel pattern analysis (MVPA): random permutations and cluster size control
    • Stelzer J., Chen Y., Turner R. Statistical inference and multiple testing correction in classification-based multi-voxel pattern analysis (MVPA): random permutations and cluster size control. Neuroimage 2013, 65:69-82.
    • (2013) Neuroimage , vol.65 , pp. 69-82
    • Stelzer, J.1    Chen, Y.2    Turner, R.3
  • 42
    • 59649107060 scopus 로고    scopus 로고
    • Top-down activation of shape-specific population codes in visual cortex during mental imagery
    • Stokes M., Thompson R., Cusack R., Duncan J. Top-down activation of shape-specific population codes in visual cortex during mental imagery. J. Neurosci. 2009, 29:1565-1572.
    • (2009) J. Neurosci. , vol.29 , pp. 1565-1572
    • Stokes, M.1    Thompson, R.2    Cusack, R.3    Duncan, J.4
  • 43
    • 79961179600 scopus 로고    scopus 로고
    • ODVBA: optimally-discriminative voxel-based analysis
    • Tianhao Z., Davatzikos C. ODVBA: optimally-discriminative voxel-based analysis. IEEE Trans. Med. Imaging 2011, 30:1441-1454.
    • (2011) IEEE Trans. Med. Imaging , vol.30 , pp. 1441-1454
    • Tianhao, Z.1    Davatzikos, C.2
  • 44
    • 82955169665 scopus 로고    scopus 로고
    • Decoding patterns of human brain activity
    • Tong F., Pratte M.S. Decoding patterns of human brain activity. Annu. Rev. Psychol. 2012, 63:483-509.
    • (2012) Annu. Rev. Psychol. , vol.63 , pp. 483-509
    • Tong, F.1    Pratte, M.S.2
  • 45
    • 83055168547 scopus 로고    scopus 로고
    • Brain decoding: opportunities and challenges for pattern recognition
    • Van De Ville D., Lee S.-W. Brain decoding: opportunities and challenges for pattern recognition. Pattern Recognit. 2012, 45:2033-2034.
    • (2012) Pattern Recognit. , vol.45 , pp. 2033-2034
    • Van De Ville, D.1    Lee, S.-W.2
  • 47
    • 84865779177 scopus 로고    scopus 로고
    • Recent developments in multivariate pattern analysis for functional MRI
    • Yang Z., Fang F., Weng X. Recent developments in multivariate pattern analysis for functional MRI. Neurosci. Bull. 2012, 28:399-408.
    • (2012) Neurosci. Bull. , vol.28 , pp. 399-408
    • Yang, Z.1    Fang, F.2    Weng, X.3
  • 48
    • 84993709459 scopus 로고    scopus 로고
    • Big correlations in little studies: inflated fmri correlations reflect low statistical power: a commentary on Vul et al. (2009)
    • Yarkoni T. Big correlations in little studies: inflated fmri correlations reflect low statistical power: a commentary on Vul et al. (2009). Perspect. Psychol. Sci. 2009, 4:294-298.
    • (2009) Perspect. Psychol. Sci. , vol.4 , pp. 294-298
    • Yarkoni, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.