메뉴 건너뛰기




Volumn 40, Issue 2, 2012, Pages 128-144

Predicting shifts in generalization gradients with perceptrons

Author keywords

Discrimination learning; Neural network; Peak shift; Perceptual learning; Representation; Similarity

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; ATTENTION; BIOLOGICAL MODEL; COMPUTER SIMULATION; DISCRIMINATION LEARNING; HUMAN; LEARNING; PERCEPTIVE DISCRIMINATION;

EID: 84863624400     PISSN: 15434494     EISSN: 15434508     Source Type: Journal    
DOI: 10.3758/s13420-011-0050-6     Document Type: Article
Times cited : (17)

References (58)
  • 1
    • 0015826577 scopus 로고
    • Postdiscrimination gradients of human subjects on a tone continuum
    • Baron, A. (1973). Postdiscrimination gradients of human subjects on a tone continuum. Journal of Experimental Psychology, 101, 337-342.
    • (1973) Journal of Experimental Psychology , vol.101 , pp. 337-342
    • Baron, A.1
  • 2
    • 34447280357 scopus 로고    scopus 로고
    • Temporal generalization and peak shift in humans
    • Bizo, L. A., & McMahon, C. V. (2007). Temporal generalization and peak shift in humans. Learning & Behavior, 35, 123-130. (Pubitemid 47047878)
    • (2007) Learning and Behavior , vol.35 , Issue.2 , pp. 123-130
    • Bizo, L.A.1    McMahon, C.V.2
  • 3
    • 0016430079 scopus 로고
    • Steady state data and a quantitative model of operant generalization and discrimination
    • Blough, D. S. (1975). Steady state data and a quantitative model of operant generalization and discrimination. Journal of Experimental Psychology. Animal Behavior Processes, 1, 3-21.
    • (1975) Journal of Experimental Psychology. Animal Behavior Processes , vol.1 , pp. 3-21
    • Blough, D.S.1
  • 6
    • 84863617631 scopus 로고    scopus 로고
    • Connectionism: A hands-on approach. Oxford: Blackwell. Dawson, M. R. W. (2008). Connectionism and classical conditioning
    • Monograph
    • Dawson, M. R. W. (2005). Connectionism: A hands-on approach. Oxford: Blackwell. Dawson, M. R. W. (2008). Connectionism and classical conditioning. Comparative Cognition and Behavior Reviews, 3(Monograph), 1-15.
    • (2005) Comparative Cognition and Behavior Reviews , vol.3 , pp. 1-15
    • Dawson, M.R.W.1
  • 7
    • 0003031133 scopus 로고
    • Modifying the generalized delta rule to train networks of nonmonotonic processors for pattern classification
    • Dawson, M. R. W., & Schopflocher, D. P. (1992). Modifying the generalized delta rule to train networks of nonmonotonic processors for pattern classification. Connection Science, 4, 19-31.
    • (1992) Connection Science , vol.4 , pp. 19-31
    • Dawson, M.R.W.1    Schopflocher, D.P.2
  • 8
    • 77955815569 scopus 로고    scopus 로고
    • Shifts in postdiscrimination gradients within a stimulus dimension based on bilateral facial symmetry
    • Derenne, A. (2010). Shifts in postdiscrimination gradients within a stimulus dimension based on bilateral facial symmetry. Journal of Experimental Analysis of Behavior, 93, 485-494.
    • (2010) Journal of Experimental Analysis of Behavior , vol.93 , pp. 485-494
    • Derenne, A.1
  • 9
    • 34848922461 scopus 로고    scopus 로고
    • Auditory cortical receptive fields: Stable entities with plastic abilities
    • DOI 10.1523/JNEUROSCI.1462-07.2007
    • Elhilali, M., Fritz, J. B., Chi, T., & Shamma, S. A. (2007). Auditory cortical receptive fields: Stable entities with plastic abilities. Journal of Neuroscience, 27, 10372-10382. (Pubitemid 47502001)
    • (2007) Journal of Neuroscience , vol.27 , Issue.39 , pp. 10372-10382
    • Elhilali, M.1    Fritz, J.B.2    Chi, T.-S.3    Shamma, S.A.4
  • 11
    • 0018673060 scopus 로고
    • Human postdiscrimination gradients: The effects of three-stimulus discrimination training
    • Galizio, M., & Baron, A. (1979). Human postdiscrimination gradients: The effects of three-stimulus discrimination training. Animal Learning & Behavior, 7(1), 53-56. (Pubitemid 10213476)
    • (1979) Animal Learning and Behavior , vol.7 , Issue.1 , pp. 53-56
    • Galizio, M.1    Baron, A.2
  • 12
    • 0036353583 scopus 로고    scopus 로고
    • Intensity generalization: Physiology and modelling of a neglected topic
    • DOI 10.1006/jtbi.2001.2452
    • Ghirlanda, S. (2002). Intensity generalization: Physiology and modeling of a neglected topic. Journal of Theoretical Biology, 214, 389-404. (Pubitemid 34948538)
    • (2002) Journal of Theoretical Biology , vol.214 , Issue.3 , pp. 389-404
    • Ghirlanda, S.1
  • 13
    • 0032465598 scopus 로고    scopus 로고
    • Artificial neural networks as models of stimulus control
    • DOI 10.1006/anbe.1998.0903
    • Ghirlanda, S., & Enquist, M. (1998). Artificial neural networks as models of stimulus control. Animal Behaviour, 56, 1383-1389. (Pubitemid 29049731)
    • (1998) Animal Behaviour , vol.56 , Issue.6 , pp. 1383-1389
    • Ghirlanda, S.1    Enquist, M.2
  • 14
    • 0042813759 scopus 로고    scopus 로고
    • A century of generalization
    • DOI 10.1006/anbe.2003.2174
    • Ghirlanda, S., & Enquist, M. (2003). A century of generalization. Animal Behaviour, 66, 15-36. (Pubitemid 36893177)
    • (2003) Animal Behaviour , vol.66 , Issue.1 , pp. 15-36
    • Ghirlanda, S.1    Enquist, M.2
  • 15
    • 34247108705 scopus 로고    scopus 로고
    • How training and testing histories affect generalization: A test of simple neural networks
    • DOI 10.1098/rstb.2006.1972
    • Ghirlanda, S., & Enquist, M. (2006). How training and testing histories affect generalization: A test of simple neural networks. Philosophical Transactions of the Royal Society B, B362, 449-454. (Pubitemid 47056849)
    • (2007) Philosophical Transactions of the Royal Society B: Biological Sciences , vol.362 , Issue.1479 , pp. 449-454
    • Ghirlanda, S.1    Enquist, M.2
  • 17
    • 84995019952 scopus 로고
    • Stimulus generalization and representation in adaptive network models of category learning
    • Gluck, M. A. (1991). Stimulus generalization and representation in adaptive network models of category learning. Psychological Science, 2, 50-55.
    • (1991) Psychological Science , vol.2 , pp. 50-55
    • Gluck, M.A.1
  • 18
  • 19
    • 77649172648 scopus 로고    scopus 로고
    • Mechanisms of call note-type perception in black-capped chickadees (Poecile atricapillus): Peak shift in a note-type continuum
    • Guillette, L. M., Farrell, T. M., Hoeschele, M., Nickerson, C. M., Dawson, M. R. W., & Sturdy, C. B. (2010). Mechanisms of call note-type perception in black-capped chickadees (Poecile atricapillus): Peak shift in a note-type continuum. Journal of Comparative Psychology, 124, 109-115.
    • (2010) Journal of Comparative Psychology , vol.124 , pp. 109-115
    • Guillette, L.M.1    Farrell, T.M.2    Hoeschele, M.3    Nickerson, C.M.4    Dawson, M.R.W.5    Sturdy, C.B.6
  • 21
    • 58149432369 scopus 로고
    • Effects of discrimination training on stimulus generalization
    • Hanson, H. M. (1959). Effects of discrimination training on stimulus generalization. Journal of Experimental Psychology, 58, 321-334.
    • (1959) Journal of Experimental Psychology , vol.58 , pp. 321-334
    • Hanson, H.M.1
  • 23
    • 0025489075 scopus 로고
    • The self-organizing map
    • Kohonen, T. (1990). The self-organizing map. Proceedings of the IEEE, 78, 1464-1480.
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 24
    • 0014277026 scopus 로고
    • Postdiscrimination generalization in human subjects of two different ages
    • Landau, J. S. (1968). Postdiscrimination generalization in human subjects of two different ages. Journal of Experimental Psychology, 76, 656-663.
    • (1968) Journal of Experimental Psychology , vol.76 , pp. 656-663
    • Landau, J.S.1
  • 25
    • 0005503109 scopus 로고    scopus 로고
    • Are caricatures special? Evidence of peak shift in face recognition
    • Lewis, M. B., & Johnston, R. A. (1999). Are caricatures special? Evidence of peak shift in face recognition. European Journal of Cognitive Psychology, 11, 105-117.
    • (1999) European Journal of Cognitive Psychology , vol.11 , pp. 105-117
    • Lewis, M.B.1    Johnston, R.A.2
  • 26
    • 0142090233 scopus 로고    scopus 로고
    • Spectrotemporal structure of receptive fields in areas AI and AAF of mouse auditory cortex
    • DOI 10.1152/jn.00751.2002
    • Linden, J. F., Liu, R. C., Sahani, M., Schreiner, C. E., & Merzenich, M. M. (2003). Spectrotemporal structure of receptive fields in areas A1 and AAF of mouse auditory cortex. Journal of Neurophysiology, 90, 2660-2675. (Pubitemid 37266531)
    • (2003) Journal of Neurophysiology , vol.90 , Issue.4 , pp. 2660-2675
    • Linden, J.F.1    Liu, R.C.2    Sahani, M.3    Schreiner, C.E.4    Merzenich, M.M.5
  • 28
    • 0036695438 scopus 로고    scopus 로고
    • Associative learning and elemental representation: II. Generalization and discrimination
    • McLaren, I. P. L., & Mackintosh, N. J. (2002). Associative learning and elemental representation: II. Generalization and discrimination. Animal Learning & Behavior, 30, 177-200.
    • (2002) Animal Learning & Behavior , vol.30 , pp. 177-200
    • McLaren, I.P.L.1    MacKintosh, N.J.2
  • 29
    • 38549085364 scopus 로고    scopus 로고
    • Neural and cognitive plasticity: From maps to minds
    • Mercado, E., III. (2008). Neural and cognitive plasticity: From maps to minds. Psychological Bulletin, 134, 109-137.
    • (2008) Psychological Bulletin , vol.134 , pp. 109-137
    • Mercado Iii, E.1
  • 30
    • 0344873308 scopus 로고    scopus 로고
    • Modeling variability in cortical representations of human complex sound perception
    • DOI 10.1007/s00221-003-1703-2
    • Miglioretti, D. L., & Boatman, D. (2003). Modeling variability in cortical representations of human complex sound perception. Experimental Brain Research, 153, 382-387. (Pubitemid 37463980)
    • (2003) Experimental Brain Research , vol.153 , Issue.3 , pp. 382-387
    • Miglioretti, D.L.1    Boatman, D.2
  • 31
    • 0019939657 scopus 로고
    • Effects of memory reactivation treatments on postdiscrimination generalization performance in pigeons
    • Moye, T. B., & Thomas, D. R. (1982). Effects of memory reactivation treatments on postdiscrimination generalization performance in pigeons. Animal Learning & Behavior, 10, 159-166. (Pubitemid 12003915)
    • (1982) Animal Learning and Behavior , vol.10 , Issue.2 , pp. 159-166
    • Moye, T.B.1    Thomas, D.R.2
  • 32
    • 0018614215 scopus 로고
    • Two determinants of the peak shift in human voluntary stimulus generalization
    • Newlin, R. J., Rodgers, J. P., & Thomas, D. R. (1979). Two determinants of the peak shift in human voluntary stimulus generalization. Perception & Psychophysics, 25, 478-486. (Pubitemid 10166072)
    • (1979) Perception and Psychophysics , vol.25 , Issue.6 , pp. 478-486
    • Newlin, R.J.1    Rodgers, J.P.2    Thomas, D.R.3
  • 33
    • 0015296296 scopus 로고
    • Peak shift, behavioral contrast, and stimulus generalization as related to personality and development in children
    • Nicholson, J. N., & Gray, J.A. (1972). Peak shift, behavioral contrast, and stimulus generalization as related to personality and development in children. British Journal of Psychology, 63, 47-62.
    • (1972) British Journal of Psychology , vol.63 , pp. 47-62
    • Nicholson, J.N.1    Gray, J.A.2
  • 34
    • 0001569746 scopus 로고    scopus 로고
    • Biologically Plausible Error-Driven Learning Using Local Activation Differences: The Generalized Recirculation Algorithm
    • O'Reilly, R. C. (1996). Biologically plausible error-driven learning using local activation differences: The generalized recirculation algorithm. Neural Computation, 8, 895-938. (Pubitemid 126449951)
    • (1996) Neural Computation , vol.8 , Issue.5 , pp. 895-938
    • O'Reilly, R.C.1
  • 35
    • 14044272186 scopus 로고    scopus 로고
    • Cortical responses in rats predict perceptual sensitivities to complex sounds
    • DOI 10.1037/0735-7044.119.1.256
    • Orduña, I., Mercado, E., III, Gluck, M. A., & Merzenich, M. M. (2005). Cortical responses in rats predict perceptual sensitivities to complex sounds. Behavioral Neuroscience, 119(1), 256-264. (Pubitemid 40279515)
    • (2005) Behavioral Neuroscience , vol.119 , Issue.1 , pp. 256-264
    • Orduna, I.1    Gluck, M.A.2    Mercado III, E.3    Merzenich, M.M.4
  • 36
    • 0001002401 scopus 로고
    • Approximation and radial basis function networks
    • Park, J., & Sandberg, I. W. (1993). Approximation and radial basis function networks. Neural Computation, 5, 305-316.
    • (1993) Neural Computation , vol.5 , pp. 305-316
    • Park, J.1    Sandberg, I.W.2
  • 37
    • 0001639973 scopus 로고
    • Peak shift: A review
    • Purtle, R. B. (1973). Peak shift: A review. Psychological Bulletin, 80, 408-421.
    • (1973) Psychological Bulletin , vol.80 , pp. 408-421
    • Purtle, R.B.1
  • 41
    • 0033159263 scopus 로고    scopus 로고
    • Effects of similarity and experience on discrimination learning: A nonassociative connectionist model of perceptual learning
    • Saksida, L. M. (1999). Effects of similarity and experience on discrimination learning: A nonassociative connectionist model of perceptual learning. Journal of Experimental Psychology. Animal Behavior Processes, 25, 308-323.
    • (1999) Journal of Experimental Psychology. Animal Behavior Processes , vol.25 , pp. 308-323
    • Saksida, L.M.1
  • 42
    • 0023223978 scopus 로고
    • Toward a universal law of generalization for psychological science
    • Shepard, R. N. (1987). Toward a universal law of generalization for psychological science. Science, 237, 1317-1323. (Pubitemid 17134615)
    • (1987) Science , vol.237 , Issue.4820 , pp. 1317-1323
    • Shepard, R.N.1
  • 43
    • 0025502302 scopus 로고
    • Neural nets for generalization and classification: Comment on staddon and reid (1990)
    • Shepard, R. N. (1990). Neural nets for generalization and classification: Comment on Staddon and Reid (1990). Psychological Review, 97, 579-580.
    • (1990) Psychological Review , vol.97 , pp. 579-580
    • Shepard, R.N.1
  • 44
    • 58149421193 scopus 로고
    • The differential response in animals to stimuli varying within a single dimension
    • Spence, K. W. (1937). The differential response in animals to stimuli varying within a single dimension. Psychological Review, 44, 430-444.
    • (1937) Psychological Review , vol.44 , pp. 430-444
    • Spence, K.W.1
  • 45
    • 4043077086 scopus 로고    scopus 로고
    • Peak shift but not range effects in recognition of faces
    • DOI 10.1016/j.lmot.2003.11.001, PII S0023969003000602
    • Spetch, M. L., Cheng, K., & Clifford, C. W. G. (2004). Peak shift but not range effects in recognition of faces. Learning and Motivation, 35, 221-241. (Pubitemid 39072537)
    • (2004) Learning and Motivation , vol.35 , Issue.3 , pp. 221-241
    • Spetch, M.1    Cheng, K.2    Clifford, C.W.G.3
  • 46
    • 0025496889 scopus 로고
    • On the dynamics of generalization
    • Staddon, J. E. R., & Reid, A. K. (1990). On the dynamics of generalization. Psychological Review, 97, 576-578.
    • (1990) Psychological Review , vol.97 , pp. 576-578
    • Staddon, J.E.R.1    Reid, A.K.2
  • 48
    • 0347894778 scopus 로고    scopus 로고
    • Caricature recognition in a neural network
    • Tanaka, J. W., & Simon, V. B. (1996). Caricature recognition in a neural network. Visual Cognition, 3, 305-324. (Pubitemid 126683402)
    • (1996) Visual Cognition , vol.3 , Issue.4 , pp. 305-324
    • Tanaka, J.W.1    Simon, V.B.2
  • 49
    • 0013965404 scopus 로고
    • Behavioral contrast and peak shift: Effects of extended discrimination training
    • Terrace, H. S. (1966). Behavioral contrast and peak shift: Effects of extended discrimination training. Journal of Experimental Analysis of Behavior, 9, 613-617.
    • (1966) Journal of Experimental Analysis of Behavior , vol.9 , pp. 613-617
    • Terrace, H.S.1
  • 50
    • 12044257561 scopus 로고
    • A model for adaptation-level effects on stimulus generalization
    • Thomas, D. R. (1993). A model for adaptation-level effects on stimulus generalization. Psychological Review, 100, 658-673.
    • (1993) Psychological Review , vol.100 , pp. 658-673
    • Thomas, D.R.1
  • 52
    • 0036025782 scopus 로고    scopus 로고
    • A connectionist approach to processing dimensional interaction
    • DOI 10.1080/09540090210138594
    • Tijsseling, A. G., & Gluck, M. A. (2002). A connectionist approach to processing dimensional interaction. Connection Science, 14, 1-48. (Pubitemid 36103502)
    • (2002) Connection Science , vol.14 , Issue.1 , pp. 1-48
    • Tijsseling, A.G.1    Gluck, M.A.2
  • 56
    • 70450172605 scopus 로고    scopus 로고
    • Learning-related shifts in generalization gradients for complex sounds
    • Wisniewski, M. G., Church, B. A., & Mercado, E., III. (2009). Learning-related shifts in generalization gradients for complex sounds. Learning & Behavior, 37, 325-335.
    • (2009) Learning & Behavior , vol.37 , pp. 325-335
    • Wisniewski, M.G.1    Church, B.A.2    Mercado Iii, E.3
  • 58
    • 64749099016 scopus 로고    scopus 로고
    • Individual differences in learning to perceive length by dynamic touch: Evidence for variation in perceptual learning capacities
    • Withagen, R., & van Wermeskerken, M. (2009). Individual differences in learning to perceive length by dynamic touch: Evidence for variation in perceptual learning capacities. Attention, Perception, & Psychophysics, 71, 64-75.
    • (2009) Attention, Perception, & Psychophysics , vol.71 , pp. 64-75
    • Withagen, R.1    Van Wermeskerken, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.