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Volumn 33, Issue 2, 2009, Pages 243-259

Similarity and rules united: Similarity- and rule-based processing in a single neural network

Author keywords

Learning processes; Neural networks; Rules; Similarity

Indexed keywords


EID: 77649170345     PISSN: 03640213     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1551-6709.2009.01011.x     Document Type: Article
Times cited : (16)

References (43)
  • 2
    • 0000705894 scopus 로고
    • The adaptive nature of categorization
    • Anderson, J. R. (1991). The adaptive nature of categorization. Psychological Review, 98, 409-429.
    • (1991) Psychological Review , vol.98 , pp. 409-429
    • Anderson, J.R.1
  • 3
    • 0344235455 scopus 로고    scopus 로고
    • Procedural learning in perceptual categorization
    • Ashby, F. G., Ell, S. W., & Waldron, E. M. (2003). Procedural learning in perceptual categorization. Memory & Cognition, 31, 1114-1125.
    • (2003) Memory & Cognition , vol.31 , pp. 1114-1125
    • Ashby, F.G.1    Ell, S.W.2    Waldron, E.M.3
  • 4
    • 33244461950 scopus 로고    scopus 로고
    • Reasoning rats: Forward blocking in Pavlovian animal conditioning is sensitive to constraints of causal inference
    • Beckers, T., Miller, R. R., De Houwer, J., & Urushihara, K. (2006). Reasoning rats: Forward blocking in Pavlovian animal conditioning is sensitive to constraints of causal inference. Journal of Experimental Psychology: General, 135 (1), 92-102.
    • (2006) Journal of Experimental Psychology: General , vol.135 , Issue.1 , pp. 92-102
    • Beckers, T.1    Miller, R.R.2    De Houwer, J.3    Urushihara, K.4
  • 6
    • 26444565569 scopus 로고
    • Finding structure in time
    • Elman, J. L. (1990). Finding structure in time. Cognitive Science, 14, 179-211.
    • (1990) Cognitive Science , vol.14 , pp. 179-211
    • Elman, J.L.1
  • 8
    • 85047672934 scopus 로고    scopus 로고
    • Understanding the nature of the general factor of intelligence: The role of individual differences in neural plasticity as an explanatory mechanism
    • Garlick, D. (2002). Understanding the nature of the general factor of intelligence: The role of individual differences in neural plasticity as an explanatory mechanism. Psychological Review, 109, 116-136.
    • (2002) Psychological Review , vol.109 , pp. 116-136
    • Garlick, D.1
  • 9
    • 0001186647 scopus 로고
    • Testing the prototype theory of concepts
    • Hampton, J. A. (1995). Testing the prototype theory of concepts. Journal of Memory and Language, 34, 686-708.
    • (1995) Journal of Memory and Language , vol.34 , pp. 686-708
    • Hampton, J.A.1
  • 10
    • 0036885752 scopus 로고    scopus 로고
    • Are there representational shifts during category learning?
    • Johansen, M. K., & Palmeri, T. J. (2002). Are there representational shifts during category learning? Cognitive Psychology, 45, 482-553.
    • (2002) Cognitive Psychology , vol.45 , pp. 482-553
    • Johansen, M.K.1    Palmeri, T.J.2
  • 12
    • 35348904617 scopus 로고    scopus 로고
    • The divergent auto-encoder (DIVA) model of category learning
    • Kurtz, K. J. (2007). The divergent auto-encoder (DIVA) model of category learning. Psychonomic Bulletin & Review, 14, 560-576.
    • (2007) Psychonomic Bulletin & Review , vol.14 , pp. 560-576
    • Kurtz, K.J.1
  • 14
    • 1942539715 scopus 로고    scopus 로고
    • SUSTAIN: A network model of category learning
    • Love, B. C., Medin, D. L., & Gureckis, T. M. (2004). SUSTAIN: A network model of category learning. Psychological Review, 111, 309-332.
    • (2004) Psychological Review , vol.111 , pp. 309-332
    • Love, B.C.1    Medin, D.L.2    Gureckis, T.M.3
  • 15
    • 0032935801 scopus 로고    scopus 로고
    • Rule learning by seven-month-old infants
    • Marcus, G. F., Vijayan, S., Rao, B., & Vishton, P. M. (1999). Rule learning by seven-month-old infants. Science, 283, 77-80.
    • (1999) Science , vol.283 , pp. 77-80
    • Marcus, G.F.1    Vijayan, S.2    Rao, B.3    Vishton, P.M.4
  • 16
    • 0036850699 scopus 로고    scopus 로고
    • Rules or connections in past-tense inflections: What does the evidence rule out?
    • McClelland, J. L., & Patterson, K. (2002). Rules or connections in past-tense inflections: What does the evidence rule out? Trends in Cognitive Sciences, 6, 465-472.
    • (2002) Trends in Cognitive Sciences , vol.6 , pp. 465-472
    • McClelland, J.L.1    Patterson, K.2
  • 17
    • 0001283503 scopus 로고
    • A distributed model of human learning and memory
    • J. L. McClelland, D. E. Rumelhart & the PDP Research Group (Eds.) Cambridge MA: MIT Press
    • McClelland, J. L., & Rumelhart, D. E. (1987). A distributed model of human learning and memory. In J. L. McClelland, D. E. Rumelhart & the PDP Research Group (Eds.), Parallel distributed processing: Explorations in the microstructure of cognition (Vol. 2, pp. 170-215). Cambridge, MA: MIT Press.
    • (1987) Parallel distributed processing: Explorations in the microstructure of cognition , vol.2 , pp. 170-215
    • McClelland, J.L.1    Rumelhart, D.E.2
  • 20
    • 0035229051 scopus 로고    scopus 로고
    • Theories of associative learning in animals
    • Pearce, J. M., & Bouton, M. E. (2001). Theories of associative learning in animals. Annual Review of Psychology, 52, 111-139.
    • (2001) Annual Review of Psychology , vol.52 , pp. 111-139
    • Pearce, J.M.1    Bouton, M.E.2
  • 21
    • 33847072713 scopus 로고    scopus 로고
    • Causal cognition in human and nonhuman animals: A comparative, critical review
    • Penn, D. C., & Povinelli, D. J. (2007). Causal cognition in human and nonhuman animals: A comparative, critical review. Annual Review of Psychology, 58, 97-118.
    • (2007) Annual Review of Psychology , vol.58 , pp. 97-118
    • Penn, D.C.1    Povinelli, D.J.2
  • 22
    • 0023974765 scopus 로고
    • On language and connectionism: Analysis of a parallel distributed processing model of language acquisition
    • Pinker, S., & Prince, A. (1988). On language and connectionism: Analysis of a parallel distributed processing model of language acquisition. Cognition, 28, 73-193.
    • (1988) Cognition , vol.28 , pp. 73-193
    • Pinker, S.1    Prince, A.2
  • 23
    • 0029691655 scopus 로고    scopus 로고
    • Understanding normal and impaired word reading: Computational principles in quasi-regular domains
    • Plaut, D. C., McClelland, J. L., Seidenberg, M. S., & Patterson, K. (1996). Understanding normal and impaired word reading: Computational principles in quasi-regular domains. Psychological Review, 103, 56-115.
    • (1996) Psychological Review , vol.103 , pp. 56-115
    • Plaut, D.C.1    McClelland, J.L.2    Seidenberg, M.S.3    Patterson, K.4
  • 24
    • 21644486908 scopus 로고    scopus 로고
    • The rules versus similarity distinction
    • Pothos, E. (2005). The rules versus similarity distinction. Behavioral and Brain Sciences, 28, 1-49.
    • (2005) Behavioral and Brain Sciences , vol.28 , pp. 1-49
    • Pothos, E.1
  • 25
    • 0002838588 scopus 로고
    • Similarity, typicality, and categorization
    • S. Vosniadou & A. Ortony (Eds.) New York: Cambridge University Press
    • Rips, L. J. (1989). Similarity, typicality, and categorization. In S. Vosniadou & A. Ortony (Eds.), Similarity and analogical reasoning (pp. 21-59). New York: Cambridge University Press.
    • (1989) Similarity and analogical reasoning , pp. 21-59
    • Rips, L.J.1
  • 27
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • D. E. Rumelhart, J. L. McClelland & the PDP Research Group (Eds.) Cambridge, MA: MIT Press
    • Rumelhart, D., Hinton, G., & Williams, R. (1986). Learning internal representations by error propagation. In D. E. Rumelhart, J. L. McClelland & the PDP Research Group (Eds.), Parallel distributed processing (pp. 318-362). Cambridge, MA: MIT Press.
    • (1986) Parallel distributed processing , pp. 318-362
    • Rumelhart, D.1    Hinton, G.2    Williams, R.3
  • 28
    • 0000213389 scopus 로고
    • On learning the past tense of English verbs
    • J. L. McClelland, D. E. Rumelhart & the PDP Research Group (Eds.) Cambridge MA: MIT Press
    • Rumelhart, D. E., & McClelland, J. L. (1987). On learning the past tense of English verbs. In J. L. McClelland, D. E. Rumelhart & the PDP Research Group (Eds.), Parallel distributed processing: Explorations in the microstructure of cognition (Vol. 2, pp. 170-215). Cambridge, MA: MIT Press.
    • (1987) Parallel distributed processing: Explorations in the microstructure of cognition , vol.2 , pp. 170-215
    • Rumelhart, D.E.1    McClelland, J.L.2
  • 30
    • 0024747015 scopus 로고
    • A distributed, developmental model of word recognition and naming
    • Seidenberg, M. S., & McClelland, J. L. (1989). A distributed, developmental model of word recognition and naming. Psychological Review, 96, 523-568.
    • (1989) Psychological Review , vol.96 , pp. 523-568
    • Seidenberg, M.S.1    McClelland, J.L.2
  • 31
    • 0001395132 scopus 로고
    • Graded state machines-The representation of temporal contingencies in simple recurrent networks
    • Servan-Schreiber, D., Cleeremans, A., & McClelland, J. L. (1991). Graded state machines-The representation of temporal contingencies in simple recurrent networks. Machine Learning, 7, 161-193.
    • (1991) Machine Learning , vol.7 , pp. 161-193
    • Servan-Schreiber, D.1    Cleeremans, A.2    McClelland, J.L.3
  • 32
    • 33947137645 scopus 로고    scopus 로고
    • Associationism and cognition: Human contingency learning at 25
    • Shanks, D. R. (2007). Associationism and cognition: Human contingency learning at 25. Quarterly Journal of Experimental Psychology, 60, 291-309.
    • (2007) Quarterly Journal of Experimental Psychology , vol.60 , pp. 291-309
    • Shanks, D.R.1
  • 34
    • 77954557633 scopus 로고    scopus 로고
    • The empirical case for two systems of reasoning
    • Sloman, S. A. (1996). The empirical case for two systems of reasoning. Psychological Bulletin, 119, 3-22.
    • (1996) Psychological Bulletin , vol.119 , pp. 3-22
    • Sloman, S.A.1
  • 35
    • 21644477263 scopus 로고    scopus 로고
    • Rule and similarity as prototype concepts
    • Smith, E. E. (2005). Rule and similarity as prototype concepts. Behavioral and Brain Sciences, 28, 34-35.
    • (2005) Behavioral and Brain Sciences , vol.28 , pp. 34-35
    • Smith, E.E.1
  • 37
    • 0031616944 scopus 로고    scopus 로고
    • Alternative strategies of categorization
    • Smith, E. E., Patalano, A. L., & Jonides, J. (1998). Alternative strategies of categorization. Cognition, 65, 167-196.
    • (1998) Cognition , vol.65 , pp. 167-196
    • Smith, E.E.1    Patalano, A.L.2    Jonides, J.3
  • 38
    • 0001471683 scopus 로고
    • Overall similarity in adults' classification: The child in all of us
    • Smith, J. D., & Kemler, D. G. (1984). Overall similarity in adults' classification: The child in all of us. Journal of Experimental Psychology: General, 113, 137-159.
    • (1984) Journal of Experimental Psychology: General , vol.113 , pp. 137-159
    • Smith, J.D.1    Kemler, D.G.2
  • 40
    • 0025522389 scopus 로고
    • Learning and applying contextual constraints in sentence comprehension
    • St. John, M. F., & McClelland, J. L. (1990). Learning and applying contextual constraints in sentence comprehension. Artificial Intelligence, 46, 217-257.
    • (1990) Artificial Intelligence , vol.46 , pp. 217-257
    • St. John, M.F.1    McClelland, J.L.2
  • 41
    • 84898999268 scopus 로고    scopus 로고
    • Rules and similarity in concept learning
    • S. Solla, T. Leen & K. Muller (Eds.) Cambridge, MA: MIT Press
    • Tenenbaum, J. B. (2000). Rules and similarity in concept learning. In S. Solla, T. Leen & K. Muller (Eds.), Advances in neural information processing systems 12 (pp. 59-65). Cambridge, MA: MIT Press.
    • (2000) Advances in neural information processing systems 12 , pp. 59-65
    • Tenenbaum, J.B.1
  • 42
    • 33244461038 scopus 로고    scopus 로고
    • Further evidence for the role of inferential reasoning in forward blocking
    • Vandorpe, S., De Houwer, J., & Beckers, T. (2005). Further evidence for the role of inferential reasoning in forward blocking. Memory & Cognition, 33, 1047-1056.
    • (2005) Memory & Cognition , vol.33 , pp. 1047-1056
    • Vandorpe, S.1    De Houwer, J.2    Beckers, T.3
  • 43
    • 33748791730 scopus 로고    scopus 로고
    • Lexical and syntactic structures in a connectionist model of reading multi-digit numbers
    • Verguts, T., & Fias, W. (2006). Lexical and syntactic structures in a connectionist model of reading multi-digit numbers. Connection Science, 18, 265-285.
    • (2006) Connection Science , vol.18 , pp. 265-285
    • Verguts, T.1    Fias, W.2


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