메뉴 건너뛰기




Volumn 23, Issue 20, 2013, Pages 2023-2027

Decoding the brain's algorithm for categorization from its neural implementation

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ALGORITHM; BRAIN; COGNITION; DECISION MAKING; FEMALE; HUMAN; MALE; PHYSIOLOGY; THEORETICAL MODEL; YOUNG ADULT;

EID: 84886236189     PISSN: 09609822     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cub.2013.08.035     Document Type: Article
Times cited : (125)

References (47)
  • 5
    • 0022686961 scopus 로고
    • Attention, similarity, and the identification-categorization relationship
    • R.M. Nosofsky Attention, similarity, and the identification- categorization relationship J. Exp. Psychol. Gen. 115 1986 39 61
    • (1986) J. Exp. Psychol. Gen. , vol.115 , pp. 39-61
    • Nosofsky, R.M.1
  • 6
    • 1942539715 scopus 로고    scopus 로고
    • SUSTAIN: A network model of category learning
    • B.C. Love, D.L. Medin, and T.M. Gureckis SUSTAIN: a network model of category learning Psychol. Rev. 111 2004 309 332
    • (2004) Psychol. Rev. , vol.111 , pp. 309-332
    • Love, B.C.1    Medin, D.L.2    Gureckis, T.M.3
  • 7
    • 79957858166 scopus 로고    scopus 로고
    • Reciprocal relations between cognitive neuroscience and formal cognitive models: Opposites attract?
    • B.U. Forstmann, E.-J. Wagenmakers, T. Eichele, S. Brown, and J.T. Serences Reciprocal relations between cognitive neuroscience and formal cognitive models: opposites attract? Trends Cogn. Sci. 15 2011 272 279
    • (2011) Trends Cogn. Sci. , vol.15 , pp. 272-279
    • Forstmann, B.U.1    Wagenmakers, E.-J.2    Eichele, T.3    Brown, S.4    Serences, J.T.5
  • 8
    • 84872511184 scopus 로고    scopus 로고
    • Using fMRI to constrain theories of cognition
    • C.N. White, and R.A. Poldrack Using fMRI to constrain theories of cognition Perspect. Psychol. Sci. 8 2013 79 83
    • (2013) Perspect. Psychol. Sci. , vol.8 , pp. 79-83
    • White, C.N.1    Poldrack, R.A.2
  • 10
    • 0001147815 scopus 로고
    • Pattern recognition and categorization
    • K. Reed Pattern recognition and categorization Cognit. Psychol. 407 1972 382 407
    • (1972) Cognit. Psychol. , vol.407 , pp. 382-407
    • Reed, K.1
  • 11
    • 0014313849 scopus 로고
    • On the genesis of abstract ideas
    • M.I. Posner, and S.W. Keele On the genesis of abstract ideas J. Exp. Psychol. 77 1968 353 363
    • (1968) J. Exp. Psychol. , vol.77 , pp. 353-363
    • Posner, M.I.1    Keele, S.W.2
  • 12
    • 0342973074 scopus 로고
    • Context theory of classification learning
    • D.L. Medin, and M.M. Schaffer Context theory of classification learning Psychol. Rev. 85 1978 207 238
    • (1978) Psychol. Rev. , vol.85 , pp. 207-238
    • Medin, D.L.1    Schaffer, M.M.2
  • 13
    • 0345405454 scopus 로고    scopus 로고
    • Prototype and exemplar accounts of category learning and attentional allocation: A reassessment
    • S.R. Zaki, R.M. Nosofsky, R.D. Stanton, and A.L. Cohen Prototype and exemplar accounts of category learning and attentional allocation: a reassessment J. Exp. Psychol. Learn. Mem. Cogn. 29 2003 1160 1173
    • (2003) J. Exp. Psychol. Learn. Mem. Cogn. , vol.29 , pp. 1160-1173
    • Zaki, S.R.1    Nosofsky, R.M.2    Stanton, R.D.3    Cohen, A.L.4
  • 14
    • 85047674492 scopus 로고    scopus 로고
    • Comparing prototype-based and exemplar-based accounts of category learning and attentional allocation
    • J.P. Minda, and J.D. Smith Comparing prototype-based and exemplar-based accounts of category learning and attentional allocation J. Exp. Psychol. Learn. Mem. Cogn. 28 2002 275 292
    • (2002) J. Exp. Psychol. Learn. Mem. Cogn. , vol.28 , pp. 275-292
    • Minda, J.P.1    Smith, J.D.2
  • 15
    • 33748178966 scopus 로고    scopus 로고
    • Beyond mind-reading: Multi-voxel pattern analysis of fMRI data
    • K.A. Norman, S.M. Polyn, G.J. Detre, and J.V. Haxby Beyond mind-reading: multi-voxel pattern analysis of fMRI data Trends Cogn. Sci. 10 2006 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
  • 16
    • 57649175760 scopus 로고    scopus 로고
    • Representational similarity analysis - Connecting the branches of systems neuroscience
    • N. Kriegeskorte, M. Mur, and P. Bandettini Representational similarity analysis - connecting the branches of systems neuroscience Front Syst Neurosci 2 2008 4
    • (2008) Front Syst Neurosci , vol.2 , pp. 4
    • Kriegeskorte, N.1    Mur, M.2    Bandettini, P.3
  • 18
    • 34447643062 scopus 로고    scopus 로고
    • Model-based fMRI and its application to reward learning and decision making
    • J.P. O'Doherty, A. Hampton, and H. Kim Model-based fMRI and its application to reward learning and decision making Ann. N Y Acad. Sci. 1104 2007 35 53
    • (2007) Ann. N y Acad. Sci. , vol.1104 , pp. 35-53
    • O'Doherty, J.P.1    Hampton, A.2    Kim, H.3
  • 19
    • 33745223257 scopus 로고    scopus 로고
    • Cortical substrates for exploratory decisions in humans
    • N.D. Daw, J.P. O'Doherty, P. Dayan, B. Seymour, and R.J. Dolan Cortical substrates for exploratory decisions in humans Nature 441 2006 876 879
    • (2006) Nature , vol.441 , pp. 876-879
    • Daw, N.D.1    O'Doherty, J.P.2    Dayan, P.3    Seymour, B.4    Dolan, R.J.5
  • 20
    • 44349108823 scopus 로고    scopus 로고
    • Neural correlates of mentalizing-related computations during strategic interactions in humans
    • A.N. Hampton, P. Bossaerts, and J.P. O'Doherty Neural correlates of mentalizing-related computations during strategic interactions in humans Proc. Natl. Acad. Sci. USA 105 2008 6741 6746
    • (2008) Proc. Natl. Acad. Sci. USA , vol.105 , pp. 6741-6746
    • Hampton, A.N.1    Bossaerts, P.2    O'Doherty, J.P.3
  • 21
    • 84863484247 scopus 로고    scopus 로고
    • Learning the exception to the rule: Model-based FMRI reveals specialized representations for surprising category members
    • T. Davis, B.C. Love, and A.R. Preston Learning the exception to the rule: model-based FMRI reveals specialized representations for surprising category members Cereb. Cortex 22 2012 260 273
    • (2012) Cereb. Cortex , vol.22 , pp. 260-273
    • Davis, T.1    Love, B.C.2    Preston, A.R.3
  • 22
    • 0037987978 scopus 로고    scopus 로고
    • Temporal difference models and reward-related learning in the human brain
    • J.P. O'Doherty, P. Dayan, K. Friston, H. Critchley, and R.J. Dolan Temporal difference models and reward-related learning in the human brain Neuron 38 2003 329 337
    • (2003) Neuron , vol.38 , pp. 329-337
    • O'Doherty, J.P.1    Dayan, P.2    Friston, K.3    Critchley, H.4    Dolan, R.J.5
  • 23
    • 0035964792 scopus 로고    scopus 로고
    • Distributed and overlapping representations of faces and objects in ventral temporal cortex
    • J.V. Haxby, M.I. Gobbini, M.L. Furey, A. Ishai, J.L. Schouten, and P. Pietrini Distributed and overlapping representations of faces and objects in ventral temporal cortex Science 293 2001 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
  • 24
    • 17844380475 scopus 로고    scopus 로고
    • Decoding the visual and subjective contents of the human brain
    • Y. Kamitani, and F. Tong Decoding the visual and subjective contents of the human brain Nat. Neurosci. 8 2005 679 685
    • (2005) Nat. Neurosci. , vol.8 , pp. 679-685
    • Kamitani, Y.1    Tong, F.2
  • 25
    • 70349129898 scopus 로고    scopus 로고
    • Bayesian reconstruction of natural images from human brain activity
    • T. Naselaris, R.J. Prenger, K.N. Kay, M. Oliver, and J.L. Gallant Bayesian reconstruction of natural images from human brain activity Neuron 63 2009 902 915
    • (2009) Neuron , vol.63 , pp. 902-915
    • Naselaris, T.1    Prenger, R.J.2    Kay, K.N.3    Oliver, M.4    Gallant, J.L.5
  • 26
    • 57049118473 scopus 로고    scopus 로고
    • Visual image reconstruction from human brain activity using a combination of multiscale local image decoders
    • Y. Miyawaki, H. Uchida, O. Yamashita, M.A. Sato, Y. Morito, H.C. Tanabe, N. Sadato, and Y. Kamitani Visual image reconstruction from human brain activity using a combination of multiscale local image decoders Neuron 60 2008 915 929
    • (2008) Neuron , vol.60 , pp. 915-929
    • Miyawaki, Y.1    Uchida, H.2    Yamashita, O.3    Sato, M.A.4    Morito, Y.5    Tanabe, H.C.6    Sadato, N.7    Kamitani, Y.8
  • 29
    • 0016818766 scopus 로고
    • Human behavior in mathematical perspective
    • W.K. Estes Human behavior in mathematical perspective Am. Sci. 63 1975 649 655
    • (1975) Am. Sci. , vol.63 , pp. 649-655
    • Estes, W.K.1
  • 30
    • 0035056175 scopus 로고    scopus 로고
    • The lateral occipital complex and its role in object recognition
    • K. Grill-Spector, Z. Kourtzi, and N. Kanwisher The lateral occipital complex and its role in object recognition Vision Res. 41 2001 1409 1422
    • (2001) Vision Res. , vol.41 , pp. 1409-1422
    • Grill-Spector, K.1    Kourtzi, Z.2    Kanwisher, N.3
  • 32
    • 33847610320 scopus 로고    scopus 로고
    • Categorization training results in shape- and category-selective human neural plasticity
    • X. Jiang, E. Bradley, R.A. Rini, T. Zeffiro, J. Vanmeter, and M. Riesenhuber Categorization training results in shape- and category-selective human neural plasticity Neuron 53 2007 891 903
    • (2007) Neuron , vol.53 , pp. 891-903
    • Jiang, X.1    Bradley, E.2    Rini, R.A.3    Zeffiro, T.4    Vanmeter, J.5    Riesenhuber, M.6
  • 33
    • 84875183517 scopus 로고    scopus 로고
    • Category learning increases discriminability of relevant object dimensions in visual cortex
    • J.R. Folstein, T.J. Palmeri, and I. Gauthier Category learning increases discriminability of relevant object dimensions in visual cortex Cereb. Cortex 23 2013 814 823
    • (2013) Cereb. Cortex , vol.23 , pp. 814-823
    • Folstein, J.R.1    Palmeri, T.J.2    Gauthier, I.3
  • 37
    • 33748417280 scopus 로고    scopus 로고
    • Experience-dependent representation of visual categories in parietal cortex
    • D.J. Freedman, and J.A. Assad Experience-dependent representation of visual categories in parietal cortex Nature 443 2006 85 88
    • (2006) Nature , vol.443 , pp. 85-88
    • Freedman, D.J.1    Assad, J.A.2
  • 40
    • 58149390173 scopus 로고    scopus 로고
    • Dissociable prototype learning systems: Evidence from brain imaging and behavior
    • D. Zeithamova, W.T. Maddox, and D.M. Schnyer Dissociable prototype learning systems: evidence from brain imaging and behavior J. Neurosci. 28 2008 13194 13201
    • (2008) J. Neurosci. , vol.28 , pp. 13194-13201
    • Zeithamova, D.1    Maddox, W.T.2    Schnyer, D.M.3
  • 41
    • 0034256976 scopus 로고    scopus 로고
    • Hemispheric asymmetries and individual differences in visual concept learning as measured by functional MRI
    • C.A. Seger, R.A. Poldrack, V. Prabhakaran, M. Zhao, G.H. Glover, and J.D. Gabrieli Hemispheric asymmetries and individual differences in visual concept learning as measured by functional MRI Neuropsychologia 38 2000 1316 1324
    • (2000) Neuropsychologia , vol.38 , pp. 1316-1324
    • Seger, C.A.1    Poldrack, R.A.2    Prabhakaran, V.3    Zhao, M.4    Glover, G.H.5    Gabrieli, J.D.6
  • 42
    • 65549137961 scopus 로고    scopus 로고
    • Learning shapes the representation of behavioral choice in the human brain
    • S. Li, S.D. Mayhew, and Z. Kourtzi Learning shapes the representation of behavioral choice in the human brain Neuron 62 2009 441 452
    • (2009) Neuron , vol.62 , pp. 441-452
    • Li, S.1    Mayhew, S.D.2    Kourtzi, Z.3
  • 43
    • 84856016865 scopus 로고    scopus 로고
    • Activation in the neural network responsible for categorization and recognition reflects parameter changes
    • R.M. Nosofsky, D.R. Little, and T.W. James Activation in the neural network responsible for categorization and recognition reflects parameter changes Proc. Natl. Acad. Sci. USA 109 2012 333 338
    • (2012) Proc. Natl. Acad. Sci. USA , vol.109 , pp. 333-338
    • Nosofsky, R.M.1    Little, D.R.2    James, T.W.3
  • 44
    • 67650473154 scopus 로고    scopus 로고
    • Domain general mechanisms of perceptual decision making in human cortex
    • T.C. Ho, S. Brown, and J.T. Serences Domain general mechanisms of perceptual decision making in human cortex J. Neurosci. 29 2009 8675 8687
    • (2009) J. Neurosci. , vol.29 , pp. 8675-8687
    • Ho, T.C.1    Brown, S.2    Serences, J.T.3
  • 45
    • 36849042645 scopus 로고    scopus 로고
    • EEG-informed fMRI reveals spatiotemporal characteristics of perceptual decision making
    • M.G. Philiastides, and P. Sajda EEG-informed fMRI reveals spatiotemporal characteristics of perceptual decision making J. Neurosci. 27 2007 13082 13091
    • (2007) J. Neurosci. , vol.27 , pp. 13082-13091
    • Philiastides, M.G.1    Sajda, P.2
  • 46
    • 33344478848 scopus 로고    scopus 로고
    • A neural representation of categorization uncertainty in the human brain
    • J. Grinband, J. Hirsch, and V.P. Ferrera A neural representation of categorization uncertainty in the human brain Neuron 49 2006 757 763
    • (2006) Neuron , vol.49 , pp. 757-763
    • Grinband, J.1    Hirsch, J.2    Ferrera, V.P.3
  • 47
    • 84872573323 scopus 로고    scopus 로고
    • Introduction to the special section: 20 years of fMRI-What has it done for understanding cognition?
    • M. Mather, J.T. Cacioppo, and N. Kanwisher Introduction to the special section: 20 years of fMRI-What has it done for understanding cognition? Perspect. Psychol. Sci. 8 2013 41 43
    • (2013) Perspect. Psychol. Sci. , vol.8 , pp. 41-43
    • Mather, M.1    Cacioppo, J.T.2    Kanwisher, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.