메뉴 건너뛰기




Volumn 19, Issue 4, 2016, Pages 613-622

Explicit information for category-orthogonal object properties increases along the ventral stream

Author keywords

[No Author keywords available]

Indexed keywords

ANIMAL EXPERIMENT; ANIMAL TISSUE; ARTICLE; ARTIFICIAL NEURAL NETWORK; CATEGORY ORTHOGONAL OBJECT PROPERTY; CONTROLLED STUDY; HUMAN; MALE; NERVE POTENTIAL; NONHUMAN; NORMAL DISTRIBUTION; OBJECT MANIPULATION; PHYSICAL PARAMETERS; PRIORITY JOURNAL; RECEPTIVE FIELD; SENSORY SYSTEM ELECTROPHYSIOLOGY; VISION; VISUAL CORTEX; BIOLOGICAL MODEL; BRAIN MAPPING; FEMALE; PATTERN RECOGNITION; PHOTOSTIMULATION; PHYSIOLOGY; PROCEDURES; PSYCHOMOTOR PERFORMANCE; RECOGNITION; VISUAL SYSTEM;

EID: 84959087247     PISSN: 10976256     EISSN: 15461726     Source Type: Journal    
DOI: 10.1038/nn.4247     Document Type: Article
Times cited : (250)

References (61)
  • 1
    • 84856743552 scopus 로고    scopus 로고
    • How does the brain solve visual object recognition
    • DiCarlo, J.J., Zoccolan, D., & Rust, N.C. How does the brain solve visual object recognition?. Neuron 73, 415-434 (2012
    • (2012) Neuron , vol.73 , pp. 415-434
    • DiCarlo, J.J.1    Zoccolan, D.2    Rust, N.C.3
  • 2
    • 34447552444 scopus 로고    scopus 로고
    • Untangling invariant object recognition
    • DiCarlo, J.J., & Cox, D.D. Untangling invariant object recognition. Trends Cogn. Sci. 11, 333-341 (2007
    • (2007) Trends Cogn. Sci , vol.11 , pp. 333-341
    • DiCarlo, J.J.1    Cox, D.D.2
  • 3
    • 0025718412 scopus 로고
    • Distributed hierarchical processing in the primate cerebral cortex
    • Felleman, D.J., & Van Essen, D.C. Distributed hierarchical processing in the primate cerebral cortex. Cereb. Cortex 1, 1-47 (1991
    • (1991) Cereb. Cortex , vol.1 , pp. 1-47
    • Felleman, D.J.1    Van Essen, D.C.2
  • 4
    • 0029881112 scopus 로고    scopus 로고
    • Inferotemporal cortex and object vision
    • Tanaka, K. Inferotemporal cortex and object vision. Annu. Rev. Neurosci. 19, 109-139 (1996
    • (1996) Annu. Rev. Neurosci , vol.19 , pp. 109-139
    • Tanaka, K.1
  • 6
    • 0028209766 scopus 로고
    • Activity of inferior temporal neurons during orientation discrimination with successively presented gratings
    • Vogels, R., & Orban, G.A. Activity of inferior temporal neurons during orientation discrimination with successively presented gratings. J. Neurophysiol. 71, 1428-1451 (1994
    • (1994) J. Neurophysiol , vol.71 , pp. 1428-1451
    • Vogels, R.1    Orban, G.A.2
  • 7
    • 27944447612 scopus 로고    scopus 로고
    • Do we know what the early visual system does
    • Carandini M., et al. Do we know what the early visual system does?. J. Neurosci. 25, 10577-10597 (2005
    • (2005) J. Neurosci , vol.25 , pp. 10577-10597
    • Carandini, M.1
  • 8
    • 84942909020 scopus 로고    scopus 로고
    • Simple learned weighted sums of inferior temporal neuronal firing rates accurately predict human core object recognition performance
    • Majaj, N.J., Hong, H., Solomon, E.A., & DiCarlo, J.J. Simple learned weighted sums of inferior temporal neuronal firing rates accurately predict human core object recognition performance. J. Neurosci. 35, 13402-13418 (2015
    • (2015) J. Neurosci , vol.35 , pp. 13402-13418
    • Majaj, N.J.1    Hong, H.2    Solomon, E.A.3    DiCarlo, J.J.4
  • 9
    • 27644475783 scopus 로고    scopus 로고
    • Fast readout of object identity from macaque inferior temporal cortex
    • Hung, C.P., Kreiman, G., Poggio, T., & DiCarlo, J.J. Fast readout of object identity from macaque inferior temporal cortex. Science 310, 863-866 (2005
    • (2005) Science , vol.310 , pp. 863-866
    • Hung, C.P.1    Kreiman, G.2    Poggio, T.3    DiCarlo, J.J.4
  • 10
    • 77957368767 scopus 로고    scopus 로고
    • Selectivity and tolerance (?invariance?) both increase as visual information propagates from cortical area V4 to IT
    • Rust, N.C., & Dicarlo, J.J. Selectivity and tolerance (?invariance?) both increase as visual information propagates from cortical area V4 to IT. J. Neurosci. 30, 12978-12995 (2010
    • (2010) J. Neurosci , vol.30 , pp. 12978-12995
    • Rust, N.C.1    Dicarlo, J.J.2
  • 11
    • 0018196452 scopus 로고
    • Spatial summation in the receptive fields of simple cells in the cat?s striate cortex
    • Movshon, J.A., Thompson, I.D., & Tolhurst, D.J. Spatial summation in the receptive fields of simple cells in the cat?s striate cortex. J. Physiol. (Lond.) 283, 53-77 (1978
    • (1978) J. Physiol. (Lond , vol.283 , pp. 53-77
    • Movshon, J.A.1    Thompson, I.D.2    Tolhurst, D.J.3
  • 12
    • 0029981441 scopus 로고    scopus 로고
    • The representation of shape in the temporal lobe
    • Gochin, P.M. The representation of shape in the temporal lobe. Behav. Brain Res. 76, 99-116 (1996
    • (1996) Behav. Brain Res , vol.76 , pp. 99-116
    • Gochin, P.M.1
  • 13
    • 0028835353 scopus 로고
    • Size and position invariance of neuronal responses in monkey inferotemporal cortex
    • Ito, M., Tamura, H., Fujita, I., & Tanaka, K. Size and position invariance of neuronal responses in monkey inferotemporal cortex. J. Neurophysiol. 73, 218-226 (1995
    • (1995) J. Neurophysiol , vol.73 , pp. 218-226
    • Ito, M.1    Tamura, H.2    Fujita, I.3    Tanaka, K.4
  • 14
    • 0026565214 scopus 로고
    • Separate visual pathways for perception and action
    • Goodale, M.A., & Milner, A.D. Separate visual pathways for perception and action. Trends Neurosci. 15, 20-25 (1992
    • (1992) Trends Neurosci , vol.15 , pp. 20-25
    • Goodale, M.A.1    Milner, A.D.2
  • 16
    • 0036730392 scopus 로고    scopus 로고
    • Spatial coding of position and orientation in primary visual cortex
    • Bosking, W.H., Crowley, J.C., & Fitzpatrick, D. Spatial coding of position and orientation in primary visual cortex. Nat. Neurosci. 5, 874-882 (2002
    • (2002) Nat. Neurosci , vol.5 , pp. 874-882
    • Bosking, W.H.1    Crowley, J.C.2    Fitzpatrick, D.3
  • 17
    • 0034280490 scopus 로고    scopus 로고
    • Coding of border ownership in monkey visual cortex
    • Zhou, H., Friedman, H.S., & von der Heydt, R. Coding of border ownership in monkey visual cortex. J. Neurosci. 20, 6594-6611 (2000
    • (2000) J. Neurosci , vol.20 , pp. 6594-6611
    • Zhou, H.1    Friedman, H.S.2    Von Der Heydt, R.3
  • 18
    • 67649619169 scopus 로고    scopus 로고
    • What response properties do individual neurons need to underlie position and clutter invariant object recognition
    • Li, N., Cox, D.D., Zoccolan, D., & DiCarlo, J.J. What response properties do individual neurons need to underlie position and clutter ?invariant? object recognition?. J. Neurophysiol. 102, 360-376 (2009
    • (2009) J. Neurophysiol , vol.102 , pp. 360-376
    • Li, N.1    Cox, D.D.2    Zoccolan, D.3    DiCarlo, J.J.4
  • 19
    • 0038278741 scopus 로고    scopus 로고
    • Anterior inferotemporal neurons of monkeys engaged in object recognition can be highly sensitive to object retinal position
    • DiCarlo, J.J., & Maunsell, J.H. Anterior inferotemporal neurons of monkeys engaged in object recognition can be highly sensitive to object retinal position. J. Neurophysiol. 89, 3264-3278 (2003
    • (2003) J. Neurophysiol , vol.89 , pp. 3264-3278
    • DiCarlo, J.J.1    Maunsell, J.H.2
  • 20
    • 0029294644 scopus 로고
    • Shape representation in the inferior temporal cortex of monkeys
    • Logothetis, N.K., Pauls, J., & Poggio, T. Shape representation in the inferior temporal cortex of monkeys. Curr. Biol. 5, 552-563 (1995
    • (1995) Curr. Biol , vol.5 , pp. 552-563
    • Logothetis, N.K.1    Pauls, J.2    Poggio, T.3
  • 21
    • 84867079413 scopus 로고    scopus 로고
    • Joint neuronal tuning for object form and position in the human lateral occipital complex
    • MacEvoy, S.P., & Yang, Z. Joint neuronal tuning for object form and position in the human lateral occipital complex. Neuroimage 63, 1901-1908 (2012
    • (2012) Neuroimage , vol.63 , pp. 1901-1908
    • MacEvoy, S.P.1    Yang, Z.2
  • 22
    • 84905860669 scopus 로고    scopus 로고
    • Perceptual gloss parameters are encoded by population responses in the monkey inferior temporal cortex
    • Nishio, A., Shimokawa, T., Goda, N., & Komatsu, H. Perceptual gloss parameters are encoded by population responses in the monkey inferior temporal cortex. J. Neurosci. 34, 11143-11151 (2014
    • (2014) J. Neurosci , vol.34 , pp. 11143-11151
    • Nishio, A.1    Shimokawa, T.2    Goda, N.3    Komatsu, H.4
  • 23
    • 55249085372 scopus 로고    scopus 로고
    • Relating retinotopic and object-selective responses in human lateral occipital cortex
    • Sayres, R., & Grill-Spector, K. Relating retinotopic and object-selective responses in human lateral occipital cortex. J. Neurophysiol. 100, 249-267 (2008
    • (2008) J. Neurophysiol , vol.100 , pp. 249-267
    • Sayres, R.1    Grill-Spector, K.2
  • 24
    • 84897136199 scopus 로고    scopus 로고
    • Recovering stimulus locations using populations of eye-position modulated neurons in dorsal and ventral visual streams of non-human primates
    • Sereno, A.B., Sereno, M.E., & Lehky, S.R. Recovering stimulus locations using populations of eye-position modulated neurons in dorsal and ventral visual streams of non-human primates. Front. Integr. Neurosci. 8, 28 (2014
    • (2014) Front. Integr. Neurosci , vol.8 , pp. 28
    • Sereno, A.B.1    Sereno, M.E.2    Lehky, S.R.3
  • 25
    • 0037232127 scopus 로고    scopus 로고
    • Towards structural systematicity in distributed, statically bound visual representations
    • Edelman, S., & Intrator, N. Towards structural systematicity in distributed, statically bound visual representations. Cogn. Sci. 27, 73-109 (2003
    • (2003) Cogn. Sci , vol.27 , pp. 73-109
    • Edelman, S.1    Intrator, N.2
  • 26
    • 0027001235 scopus 로고
    • Discrimination thresholds for channel-coded systems
    • Snippe, H.P., & Koenderink, J.J. Discrimination thresholds for channel-coded systems. Biol. Cybern. 66, 543-551 (1992
    • (1992) Biol. Cybern , vol.66 , pp. 543-551
    • Snippe, H.P.1    Koenderink, J.J.2
  • 27
    • 0000999440 scopus 로고    scopus 로고
    • Distributed representations
    • eds. Rumelhart D., & McClelland, J (MIT Press, 1986
    • Hinton, G., McClelland, J., & Rumelhart, D. Distributed representations. in Parallel Distributed Processing, Vol 1 (eds. Rumelhart, D., & McClelland, J.) 77-109 (MIT Press, 1986
    • Parallel Distributed Processing , vol.1 , pp. 77-109
    • Hinton, G.1    McClelland, J.2    Rumelhart, D.3
  • 28
    • 0031133333 scopus 로고    scopus 로고
    • Coarse coding: Calculation of the resolution achieved by a population of large receptive field neurons
    • Eurich, C.W., & Schwegler, H. Coarse coding: calculation of the resolution achieved by a population of large receptive field neurons. Biol. Cybern. 76, 357-363 (1997
    • (1997) Biol. Cybern , vol.76 , pp. 357-363
    • Eurich, C.W.1    Schwegler, H.2
  • 29
  • 30
    • 84902213589 scopus 로고    scopus 로고
    • Performance-optimized hierarchical models predict neural responses in higher visual cortex
    • Yamins D.L., et al. Performance-optimized hierarchical models predict neural responses in higher visual cortex. Proc. Natl. Acad. Sci. USA 111, 8619-8624 (2014
    • (2014) Proc. Natl. Acad. Sci. USA , vol.111 , pp. 8619-8624
    • Yamins, D.L.1
  • 31
    • 84912102994 scopus 로고    scopus 로고
    • Deep supervised, but not unsupervised, models may explain it cortical representation
    • Khaligh-Razavi, S.M., & Kriegeskorte, N. Deep supervised, but not unsupervised, models may explain it cortical representation. PLoS Comput. Biol. 10, e1003915 (2014
    • (2014) PLoS Comput. Biol , vol.10 , pp. e1003915
    • Khaligh-Razavi, S.M.1    Kriegeskorte, N.2
  • 32
    • 38949193299 scopus 로고    scopus 로고
    • Why is real-world visual object recognition hard
    • Pinto, N., Cox, D.D., & DiCarlo, J.J. Why is real-world visual object recognition hard?. PLoS Comput. Biol. 4, e27 (2008
    • (2008) PLoS Comput. Biol , vol.4 , pp. e27
    • Pinto, N.1    Cox, D.D.2    DiCarlo, J.J.3
  • 33
    • 84940926667 scopus 로고    scopus 로고
    • Comparison of object recognition behavior in human and monkey
    • Rajalingham, R., Schmidt, K., & DiCarlo, J.J. Comparison of object recognition behavior in human and monkey. J. Neurosci. 35, 12127-12136 (2015
    • (2015) J. Neurosci , vol.35 , pp. 12127-12136
    • Rajalingham, R.1    Schmidt, K.2    DiCarlo, J.J.3
  • 35
    • 0002263996 scopus 로고
    • Convolutional networks for images, speech, and time series
    • ed. Arbib, M.A.) (MIT Press
    • LeCun, Y., & Bengio, Y. Convolutional networks for images, speech, and time series. in The Handbook of Brain Theory and Neural Networks (ed. Arbib, M.A.) 255-258 (MIT Press, 1995
    • (1995) The Handbook of Brain Theory and Neural Networks , pp. 255-258
    • LeCun, Y.1    Bengio, Y.2
  • 37
    • 33750464532 scopus 로고    scopus 로고
    • Optimal decoding of correlated neural population responses in the primate visual cortex
    • Chen, Y., Geisler, W.S., & Seidemann, E. Optimal decoding of correlated neural population responses in the primate visual cortex. Nat. Neurosci. 9, 1412-1420 (2006
    • (2006) Nat. Neurosci , vol.9 , pp. 1412-1420
    • Chen, Y.1    Geisler, W.S.2    Seidemann, E.3
  • 38
    • 0020620542 scopus 로고
    • Object vision and spatial vision: Two cortical pathways
    • Mishkin, M., Ungerleider, L.G., & Macko, K.A. Object vision and spatial vision: two cortical pathways. Trends Neurosci. 6, 414-417 (1983
    • (1983) Trends Neurosci , vol.6 , pp. 414-417
    • Mishkin, M.1    Ungerleider, L.G.2    Macko, K.A.3
  • 39
    • 36049036819 scopus 로고    scopus 로고
    • Trade-off between object selectivity and tolerance in monkey inferotemporal cortex
    • Zoccolan, D., Kouh, M., Poggio, T., & DiCarlo, J.J. Trade-off between object selectivity and tolerance in monkey inferotemporal cortex. J. Neurosci. 27, 12292-12307 (2007
    • (2007) J. Neurosci , vol.27 , pp. 12292-12307
    • Zoccolan, D.1    Kouh, M.2    Poggio, T.3    DiCarlo, J.J.4
  • 40
    • 34948886211 scopus 로고    scopus 로고
    • A quantitative theory of immediate visual recognition
    • Serre T., et al. A quantitative theory of immediate visual recognition. Prog. Brain Res. 165, 33-56 (2007
    • (2007) Prog. Brain Res , vol.165 , pp. 33-56
    • Serre, T.1
  • 41
    • 84895447445 scopus 로고    scopus 로고
    • Decision-related activity in sensory neurons may depend on the columnar architecture of cerebral cortex
    • Nienborg, H., & Cumming, B.G. Decision-related activity in sensory neurons may depend on the columnar architecture of cerebral cortex. J. Neurosci. 34, 3579-3585 (2014
    • (2014) J. Neurosci , vol.34 , pp. 3579-3585
    • Nienborg, H.1    Cumming, B.G.2
  • 42
    • 77957749371 scopus 로고    scopus 로고
    • What and where: A Bayesian inference theory of attention
    • Chikkerur, S., Serre, T., Tan, C., & Poggio, T. What and where: a Bayesian inference theory of attention. Vision Res. 50, 2233-2247 (2010
    • (2010) Vision Res , vol.50 , pp. 2233-2247
    • Chikkerur, S.1    Serre, T.2    Tan, C.3    Poggio, T.4
  • 43
    • 0016130757 scopus 로고
    • A model for visual shape recognition
    • Milner, P.M. A model for visual shape recognition. Psychol. Rev. 81, 521-535 (1974
    • (1974) Psychol. Rev , vol.81 , pp. 521-535
    • Milner, P.M.1
  • 44
    • 85139478308 scopus 로고    scopus 로고
    • Efficient analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations
    • Yildirim I., Kulkarni, T.D., Freiwald, W.A., & Tenenbaum, J.B. Efficient analysis-by-synthesis in vision: a computational framework, behavioral tests, and modeling neuronal representations. Proc. Annu. Conf. Cogn. Sci. Soc. 471 2015
    • (2015) Proc. Annu. Conf. Cogn. Sci. Soc , vol.471
    • Yildirim, I.1    Kulkarni, T.D.2    Freiwald, W.A.3    Tenenbaum, J.B.4
  • 46
    • 0037213107 scopus 로고    scopus 로고
    • Columns for complex visual object features in the inferotemporal cortex: Clustering of cells with similar but slightly different stimulus selectivities
    • Tanaka, K. Columns for complex visual object features in the inferotemporal cortex: clustering of cells with similar but slightly different stimulus selectivities. Cereb. Cortex 13, 90-99 (2003
    • (2003) Cereb. Cortex , vol.13 , pp. 90-99
    • Tanaka, K.1
  • 47
    • 23844558034 scopus 로고    scopus 로고
    • Peripheral vision for perception and action
    • Brown, L.E., Halpert, B.A., & Goodale, M.A. Peripheral vision for perception and action. Exp. Brain Res. 165, 97-106 (2005
    • (2005) Exp. Brain Res , vol.165 , pp. 97-106
    • Brown, L.E.1    Halpert, B.A.2    Goodale, M.A.3
  • 48
    • 84855245966 scopus 로고    scopus 로고
    • Population coding of visual space: Comparison of spatial representations in dorsal and ventral pathways
    • Sereno, A.B., & Lehky, S.R. Population coding of visual space: comparison of spatial representations in dorsal and ventral pathways. Front. Comput. Neurosci. 4, 159 (2011
    • (2011) Front. Comput. Neurosci , vol.4 , pp. 159
    • Sereno, A.B.1    Lehky, S.R.2
  • 49
    • 84876431521 scopus 로고    scopus 로고
    • Independent category and spatial encoding in parietal cortex
    • Rishel, C.A., Huang, G., & Freedman, D.J. Independent category and spatial encoding in parietal cortex. Neuron 77, 969-979 (2013
    • (2013) Neuron , vol.77 , pp. 969-979
    • Rishel, C.A.1    Huang, G.2    Freedman, D.J.3
  • 50
    • 84856265548 scopus 로고    scopus 로고
    • Preferential encoding of visual categories in parietal cortex compared with prefrontal cortex
    • Swaminathan, S.K., & Freedman, D.J. Preferential encoding of visual categories in parietal cortex compared with prefrontal cortex. Nat. Neurosci. 15, 315-320 (2012
    • (2012) Nat. Neurosci , vol.15 , pp. 315-320
    • Swaminathan, S.K.1    Freedman, D.J.2
  • 52
    • 84962225145 scopus 로고    scopus 로고
    • Inferotemporal representations underlying object recognition in the free viewing monkey
    • DiCarlo J.J., & Maunsell, J.H.R. Inferotemporal representations underlying object recognition in the free viewing monkey. Soc. Neurosci. Abstr. 498.2 2000
    • (2000) Soc. Neurosci. Abstr , vol.498 , pp. 2
    • DiCarlo, J.J.1    Maunsell, J.H.R.2
  • 53
    • 33847172327 scopus 로고    scopus 로고
    • Clustering by passing messages between data points
    • Frey, B.J., & Dueck, D. Clustering by passing messages between data points. Science 315, 972-976 (2007
    • (2007) Science , vol.315 , pp. 972-976
    • Frey, B.J.1    Dueck, D.2
  • 54
    • 3042526258 scopus 로고    scopus 로고
    • Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering
    • Quiroga, R.Q., Nadasdy, Z., & Ben-Shaul, Y. Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering. Neural Comput. 16, 1661-1687 (2004
    • (2004) Neural Comput , vol.16 , pp. 1661-1687
    • Quiroga, R.Q.1    Nadasdy, Z.2    Ben-Shaul, Y.3
  • 55
    • 80555140075 scopus 로고    scopus 로고
    • Scikit-learn: Machine learning in Python
    • Pedregosa F., et al. Scikit-learn: machine learning in Python. J. Mach. Learn. Res. 12, 2825-2830 (2011
    • (2011) J. Mach. Learn. Res , vol.12 , pp. 2825-2830
    • Pedregosa, F.1
  • 59
    • 0030911020 scopus 로고    scopus 로고
    • The fusiform face area: A module in human extrastriate cortex specialized for face perception
    • Kanwisher, N., McDermott, J., & Chun, M.M. The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17, 4302-4311 (1997
    • (1997) J. Neurosci , vol.17 , pp. 4302-4311
    • Kanwisher, N.1    McDermott, J.2    Chun, M.M.3
  • 60
  • 61
    • 84897558007 scopus 로고    scopus 로고
    • Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures
    • Bergstra J., Yamins, D., & Cox, D. Making a science of model search: hyperparameter optimization in hundreds of dimensions for vision architectures. Proc. Int. Conf. Mach. Learn. 115-123 2013
    • (2013) Proc. Int. Conf. Mach. Learn , pp. 115-123
    • Bergstra, J.1    Yamins, D.2    Cox, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.