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Volumn 32, Issue 8, 2008, Pages 1285-1303

Measuring model flexibility with parameter space partitioning: An introduction and application example

Author keywords

Connectionist models of speech perception; Model comparison; Parameter space partitioning

Indexed keywords


EID: 57549117028     PISSN: 03640213     EISSN: None     Source Type: Journal    
DOI: 10.1080/03640210802477534     Document Type: Conference Paper
Times cited : (18)

References (32)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • Akademiai Kiado, Budapest
    • Akaike, H. (1973) Information theory and an extension of the maximum likelihood principle. Second international symposium on Information Theory, pp. 267-281. Akademiai Kiado, Budapest
    • (1973) Second International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 3
    • 0027637720 scopus 로고
    • Decision field theory: A dynamic-cognitive approach to decision making in an uncertain environment
    • Busemeyer, J. R. and Townsend, J. T. (1991) Decision field theory: A dynamic-cognitive approach to decision making in an uncertain environment. Psychological Review., 100, pp. 432-459.
    • (1991) Psychological Review , vol.100 , pp. 432-459
    • Busemeyer, J.R.1    Townsend, J.T.2
  • 9
    • 13644279367 scopus 로고    scopus 로고
    • Does neighborhood density influence repetition latency for nonwords? Separating the effects of density and duration
    • Lipinski, J. and Gupta, P. (2005) Does neighborhood density influence repetition latency for nonwords? Separating the effects of density and duration. Journal of Memory & Language., 52, pp. 171-192.
    • (2005) Journal of Memory & Language , vol.52 , pp. 171-192
    • Lipinski, J.1    Gupta, P.2
  • 10
    • 0022571705 scopus 로고
    • The TRACE model of speech perception
    • McClelland, J. L. and Elman, J. L. (1986) The TRACE model of speech perception. Cognitive Psychology., 18, pp. 1-86.
    • (1986) Cognitive Psychology , vol.18 , pp. 1-86
    • McClelland, J.L.1    Elman, J.L.2
  • 12
    • 0038172395 scopus 로고    scopus 로고
    • Tutorial on maximum likelihood estimation
    • Myung, I. J. (2003) Tutorial on maximum likelihood estimation. Journal of Mathematical Psychology., 47, pp. 90-100.
    • (2003) Journal of Mathematical Psychology , vol.47 , pp. 90-100
    • Myung, I.J.1
  • 15
    • 0003016813 scopus 로고    scopus 로고
    • Applying Occam's razor in modeling cognition: A Bayesian approach
    • Myung, I. J. and Pitt, M. A. (1997) Applying Occam's razor in modeling cognition: A Bayesian approach. Psychonomic Bulletin & Review., 4, pp. 79-95.
    • (1997) Psychonomic Bulletin & Review , vol.4 , pp. 79-95
    • Myung, I.J.1    Pitt, M.A.2
  • 16
    • 0033823717 scopus 로고    scopus 로고
    • Merging information in speech recognition: Feedback is never necessary
    • Norris, D., McQueen, J. M. and Cutler, A. (2000) Merging information in speech recognition: Feedback is never necessary. Behavioral and Brain Sciences., 23, pp. 299-370.
    • (2000) Behavioral and Brain Sciences , vol.23 , pp. 299-370
    • Norris, D.1    McQueen, J.M.2    Cutler, A.3
  • 17
    • 0036728612 scopus 로고    scopus 로고
    • Exemplar and prototype models revisited: Response strategies, selective attention, and stimulus generalization
    • Nosofsky, R. M. and Zaki, S. R. (2002) Exemplar and prototype models revisited: Response strategies, selective attention, and stimulus generalization. Journal of Experimental Psychology: Learning, Memory, and Cognition., 28, pp. 924-940.
    • (2002) Journal of Experimental Psychology: Learning, Memory, and Cognition , vol.28 , pp. 924-940
    • Nosofsky, R.M.1    Zaki, S.R.2
  • 18
    • 33244484343 scopus 로고    scopus 로고
    • Global model analysis by parameter space partitioning
    • Pitt, M. A., Kim, W., Navarro, D. J. and Myung, J. I. (2006) Global model analysis by parameter space partitioning. Psychological Review., 113, pp. 57-83.
    • (2006) Psychological Review , vol.113 , pp. 57-83
    • Pitt, M.A.1    Kim, W.2    Navarro, D.J.3    Myung, J.I.4
  • 20
    • 34548297922 scopus 로고    scopus 로고
    • Modeling the word recognition data of Vitevitch and Luce (1998): Is it ARTful?
    • Pitt, M. A., Myung, J. I. and Altieri, N. (2007) Modeling the word recognition data of Vitevitch and Luce (1998): Is it ARTful?. Psychonomic Bulletin & Review, 14, pp. 442-448.
    • (2007) Psychonomic Bulletin & Review , vol.14 , pp. 442-448
    • Pitt, M.A.1    Myung, J.I.2    Altieri, N.3
  • 21
    • 85047674682 scopus 로고    scopus 로고
    • Toward a method of selecting among computational models of cognition
    • Pitt, M. A., Myung, I. J. and Zhang, S. (2002) Toward a method of selecting among computational models of cognition. Psychological Review., 109, pp. 472-491.
    • (2002) Psychological Review , vol.109 , pp. 472-491
    • Pitt, M.A.1    Myung, I.J.2    Zhang, S.3
  • 22
    • 0346706306 scopus 로고    scopus 로고
    • One hundred years of forgetting
    • Rubin, D. C. and Wenzel, A. E. (1996) One hundred years of forgetting. Psychological Review., 103, pp. 734-760.
    • (1996) Psychological Review , vol.103 , pp. 734-760
    • Rubin, D.C.1    Wenzel, A.E.2
  • 23
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G. (1978) Estimating the dimension of a model. Annals of Statistics., 6, pp. 461-464.
    • (1978) Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 24
    • 0000803223 scopus 로고    scopus 로고
    • A model for recognition memory: REM-Retrieving effectively from memory
    • Shiffrin, R. M. and Steyvers, M. (1997) A model for recognition memory: REM-Retrieving effectively from memory. Psychonomic Bulletin & Review., 4, pp. 145-166.
    • (1997) Psychonomic Bulletin & Review , vol.4 , pp. 145-166
    • Shiffrin, R.M.1    Steyvers, M.2
  • 25
    • 34347229058 scopus 로고    scopus 로고
    • jTRACE: A reimplementation and extension of the TRACE model of speech perception and spoken word recognition
    • Strauss, T. J., Harris, H. D. and Magnuson, J. S. (2007) jTRACE: A reimplementation and extension of the TRACE model of speech perception and spoken word recognition. Behavior Research Methods., 39, pp. 19-30.
    • (2007) Behavior Research Methods , vol.39 , pp. 19-30
    • Strauss, T.J.1    Harris, H.D.2    Magnuson, J.S.3
  • 26
    • 0031258480 scopus 로고    scopus 로고
    • Learning, action and consciousness: A hybrid approach toward modeling consciousness
    • Sun, R. (1997) Learning, action and consciousness: A hybrid approach toward modeling consciousness. Neural Networks., 10, pp. 1317-1331.
    • (1997) Neural Networks , vol.10 , pp. 1317-1331
    • Sun, R.1
  • 27
    • 0141894116 scopus 로고    scopus 로고
    • The influence of sublexical and lexical representations on the processing of spoken words in English
    • Vitevitch, M. (2003) The influence of sublexical and lexical representations on the processing of spoken words in English. Clinical Linguistics and Phonetics., 17, pp. 487-499.
    • (2003) Clinical Linguistics and Phonetics , vol.17 , pp. 487-499
    • Vitevitch, M.1
  • 28
    • 0000362570 scopus 로고    scopus 로고
    • When words compete: Levels of processing in spoken word perception
    • Vitevitch, M. and Luce, P. A. (1998) When words compete: Levels of processing in spoken word perception. Psychological Science., 9, pp. 325-329.
    • (1998) Psychological Science , vol.9 , pp. 325-329
    • Vitevitch, M.1    Luce, P.A.2
  • 29
    • 0001074661 scopus 로고    scopus 로고
    • Probabilistic phonotactics and neighborhood activation in spoken word recognition
    • Vitevitch, M. and Luce, P. A. (1999) Probabilistic phonotactics and neighborhood activation in spoken word recognition. Journal of Memory & Language., 40, pp. 374-408.
    • (1999) Journal of Memory & Language , vol.40 , pp. 374-408
    • Vitevitch, M.1    Luce, P.A.2
  • 30
    • 12344258989 scopus 로고    scopus 로고
    • A Web-based interface to calculate phonotactic probability for words and nonwords in English
    • Vitevitch, M. S. and Luce, P. A. (2004) A Web-based interface to calculate phonotactic probability for words and nonwords in English. Behavioral Research Methods., 36, pp. 481-487.
    • (2004) Behavioral Research Methods , vol.36 , pp. 481-487
    • Vitevitch, M.S.1    Luce, P.A.2
  • 31
    • 13644283257 scopus 로고    scopus 로고
    • Increases in phonotactic probability facilitate spoken nonword repetition
    • Vitevitch, M. and Luce, P. A. (2005) Increases in phonotactic probability facilitate spoken nonword repetition. Journal of Memory & Language., 52, pp. 193-204.
    • (2005) Journal of Memory & Language , vol.52 , pp. 193-204
    • Vitevitch, M.1    Luce, P.A.2
  • 32
    • 34548864456 scopus 로고    scopus 로고
    • Model selection: Theoretical developments and applications
    • [Special issue]
    • Wagenmakers, E. -J. and Waldorp, L. (2006) Model selection: Theoretical developments and applications [Special issue]. Journal of Mathematical Psychology, 50:2
    • (2006) Journal of Mathematical Psychology , vol.50 , Issue.2
    • Wagenmakers, E.-J.1    Waldorp, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.