메뉴 건너뛰기




Volumn 11, Issue 3, 2008, Pages 371-389

Critical periods and catastrophic interference effects in the development of self-organizing feature maps: Paper

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; COGNITION; HUMAN; LEARNING;

EID: 43449083218     PISSN: 1363755X     EISSN: 14677687     Source Type: Journal    
DOI: 10.1111/j.1467-7687.2008.00682.x     Document Type: Article
Times cited : (31)

References (67)
  • 1
    • 4544253956 scopus 로고    scopus 로고
    • Self-refreshing memory in artificial neural networks: Learning temporal sequences without catastrophic forgetting
    • Ans, B., Rousset, S., French, R.M. Musca, S. (2004). Self-refreshing memory in artificial neural networks: learning temporal sequences without catastrophic forgetting. Connection Science, 16 (2 71 99.
    • (2004) Connection Science , vol.16 , Issue.2 , pp. 71-99
    • Ans, B.1    Rousset, S.2    French, R.M.3    Musca, S.4
  • 2
    • 33746423231 scopus 로고    scopus 로고
    • Interpreting age effects in second language acquisition
    • In. Kroll J.F. de Groot A.M.B. (Eds.), pp.). Oxford: Oxford University Press.
    • Birdsong, D. (2005). Interpreting age effects in second language acquisition. In J.F. Kroll A.M.B. de Groot (Eds.), Handbook of bilingualism (pp. 109 127). Oxford : Oxford University Press.
    • (2005) Handbook of Bilingualism , pp. 109-127
    • Birdsong, D.1
  • 3
    • 0037118078 scopus 로고    scopus 로고
    • What songbirds teach us about learning
    • Brainard, M.S. Doupe, A.J. (2002). What songbirds teach us about learning. Nature, 417, 351 358.
    • (2002) Nature , vol.417 , pp. 351-358
    • Brainard, M.S.1    Doupe, A.J.2
  • 4
    • 0035167885 scopus 로고    scopus 로고
    • Dynamic organization of the somatosensory cortex induced by motor activity
    • Braun, C., Heinz, U., Schweizer, R., Weich, K., Birbaumer, N. Topka, H. (2001). Dynamic organization of the somatosensory cortex induced by motor activity. Brain, 124, 2259 2267.
    • (2001) Brain , vol.124 , pp. 2259-2267
    • Braun, C.1    Heinz, U.2    Schweizer, R.3    Weich, K.4    Birbaumer, N.5    Topka, H.6
  • 6
    • 33746430210 scopus 로고    scopus 로고
    • What does the critical period really mean?
    • In. Kroll J.F. de Groot A.M.B. (Eds.), pp.). Oxford: Oxford University Press.
    • DeKeyser, R. Larson-Hall, J. (2005). What does the critical period really mean? In J.F. Kroll A.M.B. de Groot (Eds.), Handbook of bilingualism (pp. 88 108). Oxford : Oxford University Press.
    • (2005) Handbook of Bilingualism , pp. 88-108
    • Dekeyser, R.1    Larson-Hall, J.2
  • 7
    • 0033005856 scopus 로고    scopus 로고
    • Birdsong and human speech: Common themes and mechanisms
    • Doupe, A.J. Kuhl, P.K. (1999). Birdsong and human speech: common themes and mechanisms. Annual Review of Neuroscience, 22, 567 631.
    • (1999) Annual Review of Neuroscience , vol.22 , pp. 567-631
    • Doupe, A.J.1    Kuhl, P.K.2
  • 8
    • 0034276767 scopus 로고    scopus 로고
    • Age of acquisition effects in adult lexical processing reflect loss of plasticity in maturing systems: Insights from connectionist networks
    • Ellis, A.W. Lambon-Ralph, M.A. (2000). Age of acquisition effects in adult lexical processing reflect loss of plasticity in maturing systems: insights from connectionist networks. Journal of Experimental Psychology: Learning, Memory and Cognition, 26, 1103 1123.
    • (2000) Journal of Experimental Psychology: Learning, Memory and Cognition , vol.26 , pp. 1103-1123
    • Ellis, A.W.1    Lambon-Ralph, M.A.2
  • 11
    • 0001569598 scopus 로고
    • Using semi-distributed representations to overcome catastrophic forgetting in connectionist networks
    • In. pp.). Hillsdale, NJ: Lawrence Erlbaum.
    • French, R.M. (1991). Using semi-distributed representations to overcome catastrophic forgetting in connectionist networks. In Proceedings of the 13th Annual Cognitive Science Society Conference (pp. 173 178). Hillsdale, NJ : Lawrence Erlbaum.
    • (1991) Proceedings of the 13th Annual Cognitive Science Society Conference , pp. 173-178
    • French, R.M.1
  • 12
    • 21144473082 scopus 로고
    • Semi-distributed representations and catastrophic forgetting in connectionist networks
    • French, R.M. (1992). Semi-distributed representations and catastrophic forgetting in connectionist networks. Connection Science, 4, 365 377.
    • (1992) Connection Science , vol.4 , pp. 365-377
    • French, R.M.1
  • 13
    • 0032923221 scopus 로고    scopus 로고
    • Catastrophic forgetting in connectionist networks
    • French, R.M. (1999). Catastrophic forgetting in connectionist networks. Trends in Cognitive Sciences, 3 (4 128 135.
    • (1999) Trends in Cognitive Sciences , vol.3 , Issue.4 , pp. 128-135
    • French, R.M.1
  • 14
    • 0036631709 scopus 로고    scopus 로고
    • Using noise to compute error surfaces in connectionist networks: A novel means of reducing catastrophic forgetting
    • French, R.M. Chater, N. (2002). Using noise to compute error surfaces in connectionist networks: a novel means of reducing catastrophic forgetting. Neural Computation, 14 (7 1755 1769.
    • (2002) Neural Computation , vol.14 , Issue.7 , pp. 1755-1769
    • French, R.M.1    Chater, N.2
  • 15
    • 4444372440 scopus 로고    scopus 로고
    • The role of bottom-up processing in perceptual categorization by 3- to-4-month-old infants: Simulations and data
    • French, R.M., Mareschal, D., Mermillod, M. Quinn, P.C. (2004). The role of bottom-up processing in perceptual categorization by 3- to-4-month-old infants: simulations and data. Journal of Experimental Psychology: General, 133 (3 382 397.
    • (2004) Journal of Experimental Psychology: General , vol.133 , Issue.3 , pp. 382-397
    • French, R.M.1    Mareschal, D.2    Mermillod, M.3    Quinn, P.C.4
  • 16
    • 5244352553 scopus 로고
    • Competitive learning: From interactive activation to adaptive resonance
    • Grossberg, S. (1987). Competitive learning: from interactive activation to adaptive resonance. Cognitive Science, 11, 23 64.
    • (1987) Cognitive Science , vol.11 , pp. 23-64
    • Grossberg, S.1
  • 17
    • 0031574293 scopus 로고    scopus 로고
    • Inadequate cortical feature maps: A neural circuit theory of autism
    • Gustafsson, L. (1997). Inadequate cortical feature maps: a neural circuit theory of autism. Biological Psychiatry, 42, 1138 1147.
    • (1997) Biological Psychiatry , vol.42 , pp. 1138-1147
    • Gustafsson, L.1
  • 19
  • 21
    • 78651128788 scopus 로고
    • Receptive fields of cells in the striate cortex of very young, visually inexperienced kittens
    • Hubel, D. Weisel, T. (1963). Receptive fields of cells in the striate cortex of very young, visually inexperienced kittens. Journal of Neurophysiology, 26, 944 1002.
    • (1963) Journal of Neurophysiology , vol.26 , pp. 944-1002
    • Hubel, D.1    Weisel, T.2
  • 24
    • 0024489087 scopus 로고
    • Critical period effects in second language learning - The influence of maturational state on the acquisition of English as a second language
    • Johnson, J.S. Newport, E.L. (1989). Critical period effects in second language learning - the influence of maturational state on the acquisition of English as a second language. Cognitive Psychology, 21 (1 60 99.
    • (1989) Cognitive Psychology , vol.21 , Issue.1 , pp. 60-99
    • Johnson, J.S.1    Newport, E.L.2
  • 25
    • 0026168348 scopus 로고
    • Critical period effects on universal properties of language - The status of subjacency in the acquisition of a second language
    • Johnson, J.S. Newport, E.L. (1991). Critical period effects on universal properties of language - the status of subjacency in the acquisition of a second language. Cognition, 39 (3 215 258.
    • (1991) Cognition , vol.39 , Issue.3 , pp. 215-258
    • Johnson, J.S.1    Newport, E.L.2
  • 26
    • 17844367587 scopus 로고    scopus 로고
    • Sensitive periods in functional brain development: Problems and prospects
    • Johnson, M.H. (2005). Sensitive periods in functional brain development: problems and prospects. Developmental Psychobiology, 46, 287 292.
    • (2005) Developmental Psychobiology , vol.46 , pp. 287-292
    • Johnson, M.H.1
  • 27
    • 0034081129 scopus 로고    scopus 로고
    • Cortical and subcortical contributions to activity-dependent plasticity in primate somatosensory cortex
    • Jones, E.G. (2000). Cortical and subcortical contributions to activity-dependent plasticity in primate somatosensory cortex. Annual Review of Neuroscience, 23, 1 37.
    • (2000) Annual Review of Neuroscience , vol.23 , pp. 1-37
    • Jones, E.G.1
  • 28
    • 6944241340 scopus 로고    scopus 로고
    • Sensitive periods in the development of the brain and behaviour
    • Knudsen, E.I. (2004). Sensitive periods in the development of the brain and behaviour. Journal of Cognitive Neuroscience, 16 (8 1412 1425.
    • (2004) Journal of Cognitive Neuroscience , vol.16 , Issue.8 , pp. 1412-1425
    • Knudsen, E.I.1
  • 29
    • 0020068152 scopus 로고
    • Self-organized formation of topologically correct feature maps
    • Kohonen, T. (1982). Self-organized formation of topologically correct feature maps. Biological Cybernetics, 43, 59 69.
    • (1982) Biological Cybernetics , vol.43 , pp. 59-69
    • Kohonen, T.1
  • 32
    • 33745074734 scopus 로고    scopus 로고
    • Age of acquisition effects depend on the mapping between representations and the frequency of occurrence: Empirical and computational evidence
    • Lambon Ralph, M.A. Ehsan, S. (2006). Age of acquisition effects depend on the mapping between representations and the frequency of occurrence: empirical and computational evidence. Visual Cognition, 13 (7-8 928 948.
    • (2006) Visual Cognition , vol.13 , Issue.78 , pp. 928-948
    • Lambon Ralph, M.A.1    Ehsan, S.2
  • 34
    • 9144252205 scopus 로고    scopus 로고
    • Early lexical development in a self-organising neural network
    • Li, P., Farkas, I. McWhinney, B. (2004). Early lexical development in a self-organising neural network. Neural Networks, 17, 1345 1362.
    • (2004) Neural Networks , vol.17 , pp. 1345-1362
    • Li, P.1    Farkas, I.2    McWhinney, B.3
  • 35
    • 27744484009 scopus 로고
    • The evolution of behaviour
    • Lorenz, K.Z. (1958). The evolution of behaviour. Scientific American, 199, 67 74.
    • (1958) Scientific American , vol.199 , pp. 67-74
    • Lorenz, K.Z.1
  • 36
    • 0036594317 scopus 로고    scopus 로고
    • Success and failure in teaching the [r]-[l] contrast to Japanese: Predictions of a Hebbian model of plasticity and stabilization in spoken language perception
    • McCandliss, B.D., Fiez, J.A., Protopapas, A., Conway, M. McClelland, J.L. (2002). Success and failure in teaching the [r]-[l] contrast to Japanese: predictions of a Hebbian model of plasticity and stabilization in spoken language perception. Cognitive, Affective and Behavioral Neuroscience, 2, 89 108.
    • (2002) Cognitive, Affective and Behavioral Neuroscience , vol.2 , pp. 89-108
    • McCandliss, B.D.1    Fiez, J.A.2    Protopapas, A.3    Conway, M.4    McClelland, J.L.5
  • 37
    • 0029340352 scopus 로고
    • Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory
    • McClelland, J.L., McNaughton, B.L. O'Reilly, R.C. (1995). Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory. Psychological Review, 102 (3 419 457.
    • (1995) Psychological Review , vol.102 , Issue.3 , pp. 419-457
    • McClelland, J.L.1    McNaughton, B.L.2    O'Reilly, R.C.3
  • 39
    • 77957064197 scopus 로고
    • Catastrophic interference in connectionist networks: The sequential learning problem
    • In. Bower G.H. (Ed.), pp.). New York: Academic Press.
    • McCloskey, M. Cohen, N. (1989). Catastrophic interference in connectionist networks: the sequential learning problem. In G.H. Bower (Ed.), The psychology of learning and motivation (Vol. 24, pp. 109 164). New York : Academic Press.
    • (1989) The Psychology of Learning and Motivation , vol.24 , pp. 109-164
    • McCloskey, M.1    Cohen, N.2
  • 41
    • 0027266879 scopus 로고
    • Constraints on plasticity in a connectionist model of English past tense
    • Marchman, V.A. (1993). Constraints on plasticity in a connectionist model of English past tense. Journal of Cognitive Neuroscience, 5 (2 215 234.
    • (1993) Journal of Cognitive Neuroscience , vol.5 , Issue.2 , pp. 215-234
    • Marchman, V.A.1
  • 44
    • 43449135169 scopus 로고    scopus 로고
    • Asymmetric interference in 3- to 4-month-olds' sequential category learning
    • Mareschal, D., Quinn, P. French, R.M. 2002). Asymmetric interference in 3- to 4-month-olds' sequential category learning. Cognitive Science, 79, 1 13.
    • (2002) Cognitive Science , vol.79 , pp. 1-13
    • Mareschal, D.1    Quinn, P.2    French, R.M.3
  • 45
    • 0031238559 scopus 로고    scopus 로고
    • Dyslexic and category-specific aphasic impairments in a self-organizing feature map model of the lexicon
    • Miikkulainen, R. (1997). Dyslexic and category-specific aphasic impairments in a self-organizing feature map model of the lexicon. Brain and Language, 59, 334 366.
    • (1997) Brain and Language , vol.59 , pp. 334-366
    • Miikkulainen, R.1
  • 46
    • 0024401053 scopus 로고
    • Occular dominance column development: Analysis and simulation
    • Miller, K.D., Keller, J.B. Stryker, M.P. (1989). Occular dominance column development: analysis and simulation. Science, 245, 605 615.
    • (1989) Science , vol.245 , pp. 605-615
    • Miller, K.D.1    Keller, J.B.2    Stryker, M.P.3
  • 47
    • 0035545046 scopus 로고    scopus 로고
    • Retroactive interference in neural networks and in humans: The effect of pattern-based learning
    • Mirman, D. Spivey, M. (2001). Retroactive interference in neural networks and in humans: the effect of pattern-based learning. Connection Science, 13 (3 257 275.
    • (2001) Connection Science , vol.13 , Issue.3 , pp. 257-275
    • Mirman, D.1    Spivey, M.2
  • 48
    • 0034147668 scopus 로고    scopus 로고
    • Deviations in the emergence of representations: A neuroconstructivist framework for analysing developmental disorders
    • Oliver, A., Johnson, M.H., Karmiloff-Smith, A. Pennington, B. (2000). Deviations in the emergence of representations: a neuroconstructivist framework for analysing developmental disorders. Developmental Science, 3, 1 23.
    • (2000) Developmental Science , vol.3 , pp. 1-23
    • Oliver, A.1    Johnson, M.H.2    Karmiloff-Smith, A.3    Pennington, B.4
  • 49
    • 0032211901 scopus 로고    scopus 로고
    • Six principles for biologically based computational models of cortical cognition
    • O'Reilly, R.C. (1998). Six principles for biologically based computational models of cortical cognition. Trends in Cognitive Sciences, 2, 455 462.
    • (1998) Trends in Cognitive Sciences , vol.2 , pp. 455-462
    • O'Reilly, R.C.1
  • 50
    • 0000805239 scopus 로고
    • Object recognition and sensitive periods: A computational analysis of visual imprinting
    • O'Reilly, R.C. Johnson, M.H. (1994). Object recognition and sensitive periods: a computational analysis of visual imprinting. Neural Computation, 6, 357 389.
    • (1994) Neural Computation , vol.6 , pp. 357-389
    • O'Reilly, R.C.1    Johnson, M.H.2
  • 52
    • 0025407225 scopus 로고
    • Connectionist models of recognition memory - Constraints imposed by learning and forgetting functions
    • Ratcliff, R. (1990). Connectionist models of recognition memory - constraints imposed by learning and forgetting functions. Psychological Review, 97 (2 285 308.
    • (1990) Psychological Review , vol.97 , Issue.2 , pp. 285-308
    • Ratcliff, R.1
  • 53
    • 38149038993 scopus 로고
    • Catastrophic forgetting, rehearsal, and pseudo-rehearsal
    • Robins, A. (1995). Catastrophic forgetting, rehearsal, and pseudo-rehearsal. Connection Science, 7, 123 146.
    • (1995) Connection Science , vol.7 , pp. 123-146
    • Robins, A.1
  • 54
    • 0032389920 scopus 로고    scopus 로고
    • Catastrophic forgetting and the pseudo-rehearsal solution in Hopfield-type networks
    • Robins, A. McCallum, S. (1998). Catastrophic forgetting and the pseudo-rehearsal solution in Hopfield-type networks. Connection Science, 10 (2 121 135.
    • (1998) Connection Science , vol.10 , Issue.2 , pp. 121-135
    • Robins, A.1    McCallum, S.2
  • 55
    • 15244345870 scopus 로고    scopus 로고
    • Dynamic shifts in the organization of the primary somatosensory cortex induced by bimanual spatial coupling of motor activity
    • Schaefer, M., Flor, H., Heinze, H.J. Rotte, M. (2005). Dynamic shifts in the organization of the primary somatosensory cortex induced by bimanual spatial coupling of motor activity. Neuroimage, 25 (2 359 400.
    • (2005) Neuroimage , vol.25 , Issue.2 , pp. 359-400
    • Schaefer, M.1    Flor, H.2    Heinze, H.J.3    Rotte, M.4
  • 56
    • 36649000516 scopus 로고    scopus 로고
    • Connectionist models in developmental cognitive neuroscience: Critical periods and the paradox of success
    • In. Munakata Y. Johnson M.H. (Eds.), pp.). Oxford: Oxford University Press.
    • Seidenberg, M.S. Zevin, J.D. (2006). Connectionist models in developmental cognitive neuroscience: critical periods and the paradox of success. In Y. Munakata M.H. Johnson (Eds.), Processes of change in brain and cognitive development: Attention and Performance XXI (pp. 315 347). Oxford : Oxford University Press.
    • (2006) Processes of Change in Brain and Cognitive Development: Attention and Performance XXI , pp. 315-347
    • Seidenberg, M.S.1    Zevin, J.D.2
  • 57
    • 4544274171 scopus 로고    scopus 로고
    • Children creating core properties of language: Evidence from an emerging sign language in Nicaragua
    • Senghas, A., Kita, S. Özyürek, A. (2004). Children creating core properties of language: evidence from an emerging sign language in Nicaragua. Science, 305, 1779 1782.
    • (2004) Science , vol.305 , pp. 1779-1782
    • Senghas, A.1    Kita, S.2    Özyürek, A.3
  • 58
    • 84945763945 scopus 로고
    • An analysis of catastrophic interference
    • Sharkey, N. Sharkey, A. (1995). An analysis of catastrophic interference. Connection Science, 7, 301 329.
    • (1995) Connection Science , vol.7 , pp. 301-329
    • Sharkey, N.1    Sharkey, A.2
  • 59
    • 33747883673 scopus 로고    scopus 로고
    • Distributed representations of semantic knowledge in the brain: Computational experiments using feature based codes
    • In. Reggia J., Ruppin E. Berndt R.S. (Eds.), pp.). Singapore: World Scientific.
    • Small, S.L., Hart J., Nguyen, T. Gordon, B. (1996). Distributed representations of semantic knowledge in the brain: computational experiments using feature based codes. In J. Reggia, E. Ruppin R.S. Berndt (Eds.), Neural modelling of brain and cognitive disorders (pp. 109 132). Singapore : World Scientific.
    • (1996) Neural Modelling of Brain and Cognitive Disorders , pp. 109-132
    • Small, S.L.1    Hart, J.2    Nguyen, T.3    Gordon, B.4
  • 60
    • 43449106053 scopus 로고    scopus 로고
    • State of connectionism 2004
    • Thomas, M.S.C. (2004). State of connectionism 2004. Parallaxis, 8, 43 61.
    • (2004) Parallaxis , vol.8 , pp. 43-61
    • Thomas, M.S.C.1
  • 61
    • 33646588037 scopus 로고    scopus 로고
    • The computational modelling of sensitive periods
    • Thomas, M.S.C. Johnson, M.H. (2006). The computational modelling of sensitive periods. Developmental Psychobiology, 48 (4 337 344.
    • (2006) Developmental Psychobiology , vol.48 , Issue.4 , pp. 337-344
    • Thomas, M.S.C.1    Johnson, M.H.2
  • 63
    • 33845775829 scopus 로고    scopus 로고
    • Atypical representational change: Conditions for the emergence of atypical modularity
    • In. Munakata Y. Johnson M.H. (Eds.), pp.). Oxford: Oxford University Press.
    • Thomas, M.S.C. Richardson, F. (2006). Atypical representational change: conditions for the emergence of atypical modularity. In Y. Munakata M.H. Johnson (Eds.), Processes of change in brain and cognitive development: Attention and Performance XXI (pp. 315 347). Oxford : Oxford University Press.
    • (2006) Processes of Change in Brain and Cognitive Development: Attention and Performance XXI , pp. 315-347
    • Thomas, M.S.C.1    Richardson, F.2
  • 64
    • 33746429161 scopus 로고    scopus 로고
    • Development of the human cortex and the concept of 'critical' or 'sensitive' periods
    • Uylings, H.B.M. (2006). Development of the human cortex and the concept of 'critical' or 'sensitive' periods. Language Learning, 56, Suppl.1, 59 90.
    • (2006) Language Learning , vol.56 , Issue.1 SUPPL. , pp. 59-90
    • Uylings, H.B.M.1
  • 65
    • 1842575723 scopus 로고    scopus 로고
    • Modelling development of mirror neurons for auditory-motor integration
    • Westermann, G. Miranda, E.R. (2002). Modelling development of mirror neurons for auditory-motor integration. Journal of New Music Research, 31 (4 367 375.
    • (2002) Journal of New Music Research , vol.31 , Issue.4 , pp. 367-375
    • Westermann, G.1    Miranda, E.R.2
  • 66
    • 1842502529 scopus 로고    scopus 로고
    • A new model of sensorimotor coupling in the development of speech
    • Westermann, G. Miranda, E.R. (2004). A new model of sensorimotor coupling in the development of speech. Brain and Language, 89, 393 400.
    • (2004) Brain and Language , vol.89 , pp. 393-400
    • Westermann, G.1    Miranda, E.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.