메뉴 건너뛰기




Volumn 46, Issue 19, 2006, Pages 3177-3197

Perceptual learning without feedback in non-stationary contexts: Data and model

Author keywords

Feedback; Hebbian learning; Neural networks; Orientation discrimination; Perceptual learning; Plasticity

Indexed keywords

ARTICLE; CONTROLLED STUDY; DISCRIMINANT ANALYSIS; FEEDBACK SYSTEM; HUMAN; HUMAN EXPERIMENT; LEARNING; MODEL; NERVE CELL NETWORK; NORMAL HUMAN; ORIENTATION; PERCEPTION; PERCEPTUAL LEARNING; PERFORMANCE; PLASTICITY; PRIORITY JOURNAL; VELOCITY; VISUAL STIMULATION;

EID: 33745948722     PISSN: 00426989     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.visres.2006.03.022     Document Type: Article
Times cited : (81)

References (69)
  • 3
    • 0030297878 scopus 로고    scopus 로고
    • Learning pop-out detection: Specificities to stimulus characteristics
    • Ahissar M., and Hochstein S. Learning pop-out detection: Specificities to stimulus characteristics. Vision Research 36 21 (1996) 3487-3500
    • (1996) Vision Research , vol.36 , Issue.21 , pp. 3487-3500
    • Ahissar, M.1    Hochstein, S.2
  • 4
    • 4644223399 scopus 로고    scopus 로고
    • The reverse hierarchy theory of visual perceptual learning
    • Ahissar M., and Hochstein S. The reverse hierarchy theory of visual perceptual learning. Trends in Cognitive Sciences 8 10 (2004) 457-464
    • (2004) Trends in Cognitive Sciences , vol.8 , Issue.10 , pp. 457-464
    • Ahissar, M.1    Hochstein, S.2
  • 5
  • 7
    • 0023277652 scopus 로고
    • Direction-specific improvement in motion discrimination
    • Ball K., and Sekuler R. Direction-specific improvement in motion discrimination. Vision Research 27 (1987) 953-965
    • (1987) Vision Research , vol.27 , pp. 953-965
    • Ball, K.1    Sekuler, R.2
  • 8
    • 0020074887 scopus 로고
    • Theory for the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex
    • Bienenstock E.L., Cooper L.N., and Munro P.W. Theory for the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex. Journal of Neuroscience 2 (1982) 32-48
    • (1982) Journal of Neuroscience , vol.2 , pp. 32-48
    • Bienenstock, E.L.1    Cooper, L.N.2    Munro, P.W.3
  • 9
    • 0030612822 scopus 로고    scopus 로고
    • The psychophysics toolbox
    • Brainard D.H. The psychophysics toolbox. Spatial Vision 10 (1997) 433-436
    • (1997) Spatial Vision , vol.10 , pp. 433-436
    • Brainard, D.H.1
  • 11
    • 0025787220 scopus 로고
    • Spatial interactions in apparent contrast: Inhibitory effects among grating patterns of different spatial frequencies, spatial positions, and orientations
    • Cannon M.W., and Fullenkamp S.C. Spatial interactions in apparent contrast: Inhibitory effects among grating patterns of different spatial frequencies, spatial positions, and orientations. Vision Research 31 11 (1991) 1985-1998
    • (1991) Vision Research , vol.31 , Issue.11 , pp. 1985-1998
    • Cannon, M.W.1    Fullenkamp, S.C.2
  • 12
    • 0030780094 scopus 로고    scopus 로고
    • Linearity and normalization in simple cells of the macaque primary visual cortex
    • Carandini M., Heeger D.J., and Movshon J.A. Linearity and normalization in simple cells of the macaque primary visual cortex. Journal of Neuroscience 17 21 (1997) 8621-8644
    • (1997) Journal of Neuroscience , vol.17 , Issue.21 , pp. 8621-8644
    • Carandini, M.1    Heeger, D.J.2    Movshon, J.A.3
  • 13
    • 0021776661 scopus 로고
    • A massively parallel architecture for a self-organizing neural pattern recognition machine
    • Carpenter G.A., and Grossberg S. A massively parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics, and Image Processing 37 (1987) 54-115
    • (1987) Computer Vision, Graphics, and Image Processing , vol.37 , pp. 54-115
    • Carpenter, G.A.1    Grossberg, S.2
  • 15
    • 0031425167 scopus 로고    scopus 로고
    • Perceptual learning of spatial location: Specificity for orientation, position, and context
    • Crist R.B., Kapadia M.K., Westheimer G., and Gilbert C.D. Perceptual learning of spatial location: Specificity for orientation, position, and context. Journal of Physiology 78 (1997) 2889-2894
    • (1997) Journal of Physiology , vol.78 , pp. 2889-2894
    • Crist, R.B.1    Kapadia, M.K.2    Westheimer, G.3    Gilbert, C.D.4
  • 16
    • 0035034409 scopus 로고    scopus 로고
    • Learning to see: Experience and attention in primary visual cortex
    • Crist R.B., Li W., and Gilbert C.D. Learning to see: Experience and attention in primary visual cortex. Nature Neuroscience 4 5 (2001) 519-525
    • (2001) Nature Neuroscience , vol.4 , Issue.5 , pp. 519-525
    • Crist, R.B.1    Li, W.2    Gilbert, C.D.3
  • 19
    • 0020047781 scopus 로고
    • The orientation and direction selectivity of cells in macaque visual cortex
    • De Valois R.L., Yund E.W., and Hepler H. The orientation and direction selectivity of cells in macaque visual cortex. Vision Research 22 (1982) 531-544
    • (1982) Vision Research , vol.22 , pp. 531-544
    • De Valois, R.L.1    Yund, E.W.2    Hepler, H.3
  • 20
    • 0032506121 scopus 로고    scopus 로고
    • Perceptual learning reflects external noise filtering and internal noise reduction through channel reweighting
    • Dosher B.A., and Lu Z.-L. Perceptual learning reflects external noise filtering and internal noise reduction through channel reweighting. Proceedings of the National Academy of Sciences, USA 95 23 (1998) 13988-13993
    • (1998) Proceedings of the National Academy of Sciences, USA , vol.95 , Issue.23 , pp. 13988-13993
    • Dosher, B.A.1    Lu, Z.-L.2
  • 21
    • 0032988922 scopus 로고    scopus 로고
    • Mechanisms of perceptual learning
    • Dosher B.A., and Lu Z.-L. Mechanisms of perceptual learning. Vision Research 39 (1999) 3197-3221
    • (1999) Vision Research , vol.39 , pp. 3197-3221
    • Dosher, B.A.1    Lu, Z.-L.2
  • 22
    • 17044387746 scopus 로고    scopus 로고
    • Perceptual learning in clear displays optimizes perceptual expertise: Learning the limiting process
    • Dosher B., and Lu Z.-L. Perceptual learning in clear displays optimizes perceptual expertise: Learning the limiting process. Proceedings of the National Academy of Sciences, USA 102 14 (2005) 5286-5290
    • (2005) Proceedings of the National Academy of Sciences, USA , vol.102 , Issue.14 , pp. 5286-5290
    • Dosher, B.1    Lu, Z.-L.2
  • 23
    • 0030751164 scopus 로고    scopus 로고
    • Specificity of learning curvature, orientation, and vernier discriminations
    • Fahle M. Specificity of learning curvature, orientation, and vernier discriminations. Vision Research 37 14 (1997) 1885-1895
    • (1997) Vision Research , vol.37 , Issue.14 , pp. 1885-1895
    • Fahle, M.1
  • 24
    • 0027407478 scopus 로고
    • Long-term learning in vernier acuity: Effects of stimulus orientation, range, and feedback
    • Fahle M., and Edelman S. Long-term learning in vernier acuity: Effects of stimulus orientation, range, and feedback. Vision Research 33 3 (1993) 397-412
    • (1993) Vision Research , vol.33 , Issue.3 , pp. 397-412
    • Fahle, M.1    Edelman, S.2
  • 25
    • 0030091221 scopus 로고    scopus 로고
    • No transfer of perceptual learning between similar stimuli in the same retinal position
    • Fahle M., and Morgan M. No transfer of perceptual learning between similar stimuli in the same retinal position. Current Biology 6 3 (1996) 292-297
    • (1996) Current Biology , vol.6 , Issue.3 , pp. 292-297
    • Fahle, M.1    Morgan, M.2
  • 26
    • 0004187125 scopus 로고    scopus 로고
    • Fahle M., and Poggio T. (Eds), MIT Press, Cambridge, MA
    • In: Fahle M., and Poggio T. (Eds). Perceptual learning (2002), MIT Press, Cambridge, MA
    • (2002) Perceptual learning
  • 27
    • 0034079430 scopus 로고    scopus 로고
    • Neural mechanisms of orientation selectivity in the visual cortex
    • Ferster D., and Miller K.D. Neural mechanisms of orientation selectivity in the visual cortex. Annual Review of Neuroscience 23 (2000) 441-471
    • (2000) Annual Review of Neuroscience , vol.23 , pp. 441-471
    • Ferster, D.1    Miller, K.D.2
  • 28
    • 0019302778 scopus 로고
    • Perceptual learning specific for orientation and spatial frequency
    • Fiorentini A., and Berardi N. Perceptual learning specific for orientation and spatial frequency. Nature 287 4 (1980) 43-44
    • (1980) Nature , vol.287 , Issue.4 , pp. 43-44
    • Fiorentini, A.1    Berardi, N.2
  • 29
    • 0036095750 scopus 로고    scopus 로고
    • Physiological correlates of perceptual learning in monkey V1 and V2
    • Ghose G.M., Yang T., and Maunsell J.H.R. Physiological correlates of perceptual learning in monkey V1 and V2. Journal of Neurophysiology 87 (2002) 1867-1888
    • (2002) Journal of Neurophysiology , vol.87 , pp. 1867-1888
    • Ghose, G.M.1    Yang, T.2    Maunsell, J.H.R.3
  • 30
    • 0035855757 scopus 로고    scopus 로고
    • The neural basis of perceptual learning
    • Gilbert C.D., Sigman M., and Crist R.E. The neural basis of perceptual learning. Neuron 31 5 (2001) 681-697
    • (2001) Neuron , vol.31 , Issue.5 , pp. 681-697
    • Gilbert, C.D.1    Sigman, M.2    Crist, R.E.3
  • 32
    • 0033854480 scopus 로고    scopus 로고
    • Normalization: Contrast-gain control in simple (Fourier) and complex (non-Fourier) pathways of pattern vision
    • Graham N., and Sutter A. Normalization: Contrast-gain control in simple (Fourier) and complex (non-Fourier) pathways of pattern vision. Vision Research 40 20 (2000) 2737-2761
    • (2000) Vision Research , vol.40 , Issue.20 , pp. 2737-2761
    • Graham, N.1    Sutter, A.2
  • 33
    • 0026952907 scopus 로고
    • Half-squaring in responses of cat striate cells
    • Heeger D.J. Half-squaring in responses of cat striate cells. Visual Neuroscience 9 (1992) 427-443
    • (1992) Visual Neuroscience , vol.9 , pp. 427-443
    • Heeger, D.J.1
  • 34
    • 0026904517 scopus 로고
    • Normalization of cell responses in cat striate cortex
    • Heeger D.J. Normalization of cell responses in cat striate cortex. Visual Neuroscience 9 (1992) 181-197
    • (1992) Visual Neuroscience , vol.9 , pp. 181-197
    • Heeger, D.J.1
  • 36
    • 0030858871 scopus 로고    scopus 로고
    • The role of feedback in learning a vernier discrimination task
    • Herzog M.H., and Fahle M. The role of feedback in learning a vernier discrimination task. Vision Research 37 15 (1997) 2133-2141
    • (1997) Vision Research , vol.37 , Issue.15 , pp. 2133-2141
    • Herzog, M.H.1    Fahle, M.2
  • 37
    • 0031989825 scopus 로고    scopus 로고
    • Modeling perceptual learning: Difficulties and how they can be overcome
    • Herzog M.H., and Fahle M. Modeling perceptual learning: Difficulties and how they can be overcome. Biological Cybernetics 78 (1998) 107-171
    • (1998) Biological Cybernetics , vol.78 , pp. 107-171
    • Herzog, M.H.1    Fahle, M.2
  • 38
    • 0032885360 scopus 로고    scopus 로고
    • Effects of biased feedback on learning and deciding in a vernier discrimination task
    • Herzog M.H., and Fahle M. Effects of biased feedback on learning and deciding in a vernier discrimination task. Vision Research 39 (1999) 4232-4243
    • (1999) Vision Research , vol.39 , pp. 4232-4243
    • Herzog, M.H.1    Fahle, M.2
  • 39
    • 0025907842 scopus 로고
    • Where practice makes perfect in texture discrimination: Evidence for primary visual cortex plasticity
    • Karni A., and Sagi D. Where practice makes perfect in texture discrimination: Evidence for primary visual cortex plasticity. Proceedings of the National Academy of Sciences, USA 88 (1991) 4966-4970
    • (1991) Proceedings of the National Academy of Sciences, USA , vol.88 , pp. 4966-4970
    • Karni, A.1    Sagi, D.2
  • 40
    • 0020886666 scopus 로고    scopus 로고
    • Knutsson, H., & Granlund, G. H. (1983). Texture analysis using two-dimensional quadrature filters. In 1983 IEEE computer society workshop on computer architecture for pattern analysis and image database management (pp. 206-213). Silver Spring, MD: IEEE Computer Society.
  • 42
    • 0033991342 scopus 로고    scopus 로고
    • Mechanisms of generalization in perceptual learning
    • Liu Z., and Weinshall D. Mechanisms of generalization in perceptual learning. Vision Research 40 (2000) 97-109
    • (2000) Vision Research , vol.40 , pp. 97-109
    • Liu, Z.1    Weinshall, D.2
  • 44
    • 0032079875 scopus 로고    scopus 로고
    • External noise distinguishes attention mechanisms
    • Lu Z.-L., and Dosher B.A. External noise distinguishes attention mechanisms. Vision Research 38 9 (1998) 1183-1198
    • (1998) Vision Research , vol.38 , Issue.9 , pp. 1183-1198
    • Lu, Z.-L.1    Dosher, B.A.2
  • 45
    • 0033088211 scopus 로고    scopus 로고
    • Characterizing human perceptual inefficiencies with equivalent internal noise
    • Lu Z.-L., and Dosher B.A. Characterizing human perceptual inefficiencies with equivalent internal noise. Journal of the Optical Society of America 16 3 (1999) 764-778
    • (1999) Journal of the Optical Society of America , vol.16 , Issue.3 , pp. 764-778
    • Lu, Z.-L.1    Dosher, B.A.2
  • 48
    • 33745935456 scopus 로고    scopus 로고
    • The MathWorks. (1999). MATLAB user's guide. Natick, MA: The MathWorks, Inc.
  • 49
    • 0018354471 scopus 로고
    • Improvement in vernier acuity with practice
    • McKee S.P., and Westheimer G. Improvement in vernier acuity with practice. Perception and Psychophysics 24 3 (1978) 258-262
    • (1978) Perception and Psychophysics , vol.24 , Issue.3 , pp. 258-262
    • McKee, S.P.1    Westheimer, G.2
  • 50
    • 0030153431 scopus 로고    scopus 로고
    • Three remarks on perceptual learning
    • Mollon J.D., and Danilova M.V. Three remarks on perceptual learning. Spatial Vision 10 1 (1996) 51-58
    • (1996) Spatial Vision , vol.10 , Issue.1 , pp. 51-58
    • Mollon, J.D.1    Danilova, M.V.2
  • 51
    • 0018196426 scopus 로고
    • Spatial and temporal contrast sensitivity of neurones in areas 17 and 18 of the cat's visual cortex
    • Movshon J.A., Thompson I.D., and Tolhurst D.J. Spatial and temporal contrast sensitivity of neurones in areas 17 and 18 of the cat's visual cortex. Journal of Neurophysiology 283 (1978) 101-120
    • (1978) Journal of Neurophysiology , vol.283 , pp. 101-120
    • Movshon, J.A.1    Thompson, I.D.2    Tolhurst, D.J.3
  • 53
    • 0025796755 scopus 로고
    • Accurate control of contrast on microcomputer displays
    • Pelli D.G., and Zhang L. Accurate control of contrast on microcomputer displays. Vision Research 31 (1991) 1337-1350
    • (1991) Vision Research , vol.31 , pp. 1337-1350
    • Pelli, D.G.1    Zhang, L.2
  • 54
    • 16244376232 scopus 로고    scopus 로고
    • The dynamics of scaling: A memory-based anchor model of category rating and absolute identification
    • Petrov A.A., and Anderson J.R. The dynamics of scaling: A memory-based anchor model of category rating and absolute identification. Psychological Review 112 2 (2005) 383-416
    • (2005) Psychological Review , vol.112 , Issue.2 , pp. 383-416
    • Petrov, A.A.1    Anderson, J.R.2
  • 55
    • 27944494461 scopus 로고    scopus 로고
    • The dynamics of perceptual learning: An incremental reweighting model
    • Petrov A.A., Dosher B.A., and Lu Z.-L. The dynamics of perceptual learning: An incremental reweighting model. Psychological Review 112 4 (2005) 715-743
    • (2005) Psychological Review , vol.112 , Issue.4 , pp. 715-743
    • Petrov, A.A.1    Dosher, B.A.2    Lu, Z.-L.3
  • 56
    • 0019796233 scopus 로고
    • Phase relationship between adjacent simple cells in the visual cortex
    • Pollen D.A., and Ronner S. Phase relationship between adjacent simple cells in the visual cortex. Science 212 (1981) 1409-1411
    • (1981) Science , vol.212 , pp. 1409-1411
    • Pollen, D.A.1    Ronner, S.2
  • 58
    • 0031194610 scopus 로고    scopus 로고
    • Abrupt learning and retinal specificity in illusory-contour perception
    • Rubin N., Nakayama K., and Shapley R. Abrupt learning and retinal specificity in illusory-contour perception. Current Biology 7 (1997) 461-467
    • (1997) Current Biology , vol.7 , pp. 461-467
    • Rubin, N.1    Nakayama, K.2    Shapley, R.3
  • 59
    • 0002656190 scopus 로고
    • Feature discovery by competitive learning
    • Rumelhart D.E., and Zipser D. Feature discovery by competitive learning. Cognitive Science 9 (1985) 75-112
    • (1985) Cognitive Science , vol.9 , pp. 75-112
    • Rumelhart, D.E.1    Zipser, D.2
  • 60
    • 0037728710 scopus 로고    scopus 로고
    • Task-specific perceptual learning on speed and direction discrimination
    • Saffell T., and Matthews N. Task-specific perceptual learning on speed and direction discrimination. Vision Research 43 (2003) 1365-1374
    • (2003) Vision Research , vol.43 , pp. 1365-1374
    • Saffell, T.1    Matthews, N.2
  • 61
    • 0035797397 scopus 로고    scopus 로고
    • Practising orientation identification improves orientation coding in V1 neurons
    • Schoups A.A., Vogels R., Qian N., and Orban G.A. Practising orientation identification improves orientation coding in V1 neurons. Nature 412 (2001) 549-553
    • (2001) Nature , vol.412 , pp. 549-553
    • Schoups, A.A.1    Vogels, R.2    Qian, N.3    Orban, G.A.4
  • 62
    • 0026954589 scopus 로고
    • Improvement in line orientation discrimination is retinally local but dependent on cognitive set
    • Shiu L.-P., and Pashler H. Improvement in line orientation discrimination is retinally local but dependent on cognitive set. Perception and Psychophysics 52 5 (1992) 582-588
    • (1992) Perception and Psychophysics , vol.52 , Issue.5 , pp. 582-588
    • Shiu, L.-P.1    Pashler, H.2
  • 63
    • 0037389174 scopus 로고    scopus 로고
    • Learning and adaptation in a recurrent model of V1 orientation selectivity
    • Teich A.F., and Qian N. Learning and adaptation in a recurrent model of V1 orientation selectivity. Journal of Neurophysiology 89 4 (2003) 2086-2100
    • (2003) Journal of Neurophysiology , vol.89 , Issue.4 , pp. 2086-2100
    • Teich, A.F.1    Qian, N.2
  • 64
    • 7244257333 scopus 로고    scopus 로고
    • Neural networks and perceptual learning
    • Tsodyks M., and Gilbert C. Neural networks and perceptual learning. Nature 431 (2004) 775-781
    • (2004) Nature , vol.431 , pp. 775-781
    • Tsodyks, M.1    Gilbert, C.2
  • 65
    • 0029025281 scopus 로고
    • Learning to ignore: Psychophysics and computational modeling of fast learning of direction in noisy motion stimuli
    • Vaina L.M., Sundareswaran V., and Harris J.G. Learning to ignore: Psychophysics and computational modeling of fast learning of direction in noisy motion stimuli. Cognitive Brain Research 2 (1995) 155-163
    • (1995) Cognitive Brain Research , vol.2 , pp. 155-163
    • Vaina, L.M.1    Sundareswaran, V.2    Harris, J.G.3
  • 66
    • 33745946527 scopus 로고    scopus 로고
    • Vallabha, G.K., & McClelland, J.L. (in press). Success and failure of new speech category learning in adulthood: Consequences of learned Hebbian attractors in topographic maps. Cognitive, Affective & Behavioral Neuroscience.
  • 67
    • 0040066869 scopus 로고
    • Models of perceptual learning in vernier hyperacuity
    • Weiss Y., Edelman S., and Fahle M. Models of perceptual learning in vernier hyperacuity. Neural Computation 5 (1993) 695-718
    • (1993) Neural Computation , vol.5 , pp. 695-718
    • Weiss, Y.1    Edelman, S.2    Fahle, M.3
  • 68
    • 1242274411 scopus 로고    scopus 로고
    • The effect of perceptual learning on neuronal responses in monkey visual area V4
    • Yang T., and Maunsell J.H.R. The effect of perceptual learning on neuronal responses in monkey visual area V4. Journal of Neuroscience 24 7 (2004) 1617-1626
    • (2004) Journal of Neuroscience , vol.24 , Issue.7 , pp. 1617-1626
    • Yang, T.1    Maunsell, J.H.R.2
  • 69
    • 0346216969 scopus 로고    scopus 로고
    • Quadratic ideal observation and recurrent preprocessing in perceptual learning
    • Zhaoping L., Herzog M.H., and Dayan P. Quadratic ideal observation and recurrent preprocessing in perceptual learning. Network: Computation in Neural Systems 14 (2003) 233-247
    • (2003) Network: Computation in Neural Systems , vol.14 , pp. 233-247
    • Zhaoping, L.1    Herzog, M.H.2    Dayan, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.