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Dynamic Representation of Structural Constraints in Models of Serial Behaviour

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Part of the book series: Perspectives in Neural Computing ((PERSPECT.NEURAL))

Abstract

The Competitive Queuing (CQ) approach to the generation of serial order views sequential behaviour as the result of competition between a set of alternative responses all activated in parallel. This type of model can show a general error pattern when damaged which is very like that of psychological subjects in several different modalities and paradigms. However, many forms of serial behaviour are subject to tight, domain-specific constraints on just which sequences can be produced. Such constraints are revealed in the fine structure of the errors which subjects make. This paper identifies two general strategies for the representation of such domain-specific sequential constraints within the overall framework of CQ. These approaches are discussed in the context of a number of different models in the domains of speech generation and spelling.

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References

  1. Lashley KS. The problem of serial order in behaviour. In Jefress LA. (ed) Cerebral mechanisms in behaviour. Wiley, New York, 1951. pp 112–136.

    Google Scholar 

  2. Henson RNA, Norris DG, Page MPA and Baddeley AD. Unchained memory: Error patterns rule out chaining models of immediate serial recall. Quarterly Journal of Experimental Psychology 49A, 1996. pp 80–115.

    Article  Google Scholar 

  3. Crowder RG. Visual and auditory memory. In Kavanagh JF and Mattingley IG (eds) Language by Ear and by Eye. Cambridge, Mass.: The MIT Press. 1972.

    Google Scholar 

  4. Wing AM and Baddeley AD. Spelling errors in handwriting: A corpus and a distributional analysis. In Frith U. (ed), Cognitive processes in spelling. London: Academic Press. 1980.

    Google Scholar 

  5. Jonsdottir M, Shallice T and Wise R. Language-specific differences in graphemic buffer disorder. Cognition 59. 1996. pp 169–197.

    Article  Google Scholar 

  6. Caramazza A and Miceli G. The structure of graphemic representations. Cognition, 37. 1990. pp 243–297.

    Article  Google Scholar 

  7. Tweney RD, Tkacz S and Zaruba S. Slips of the tongue and lexical storage. Language and Speech, 18. 1975. pp 388–396.

    Google Scholar 

  8. Wilberg RB. The retention and free recall of multiple movements. Human Movement Science, 9. 1990. pp 437–479.

    Article  Google Scholar 

  9. Jordan M. Attractor dynamics and parallelism in a connectionist sequential machine. Proc. of the 8th Annual Conference of the Cognitive Science Society. pp. 10–17. Hillsdale, NJ: Lawrence Erlbaum Associates. 1986.

    Google Scholar 

  10. Elman JL. Finding structure in time. Cognitive Science, 14. 1990. pp 179–211.

    Article  Google Scholar 

  11. Conrad R. Order error in immediate recall of sequences. Journal of Verbal Learning and Verbal Behaviour 4. 1965. pp 161–169.

    Article  Google Scholar 

  12. Houghton G and Hartley T. Parallel models of serial behaviour: Lashley revisited. Psyche. psyche–95–2–25–lashley–l –houghton. 1996.

    Google Scholar 

  13. Houghton G. The problem of serial order: A neural network model of sequence learning and recall. In Dale R, Mellish C and Zock M. (eds) Current Research in Natural Language Generation. London: Academic Press. 1990.

    Google Scholar 

  14. Shallice T, Glasspool DW and Houghton G. Can neuropsychological evidence inform connectionist modelling? Analyses of spelling. Language and Cognitive Processes 10. 1995. pp 195–225.

    Article  Google Scholar 

  15. Burgess N and Hitch JG. Towards a network model of the articulatory loop. Journal of Memory and Language, 31. 1992. pp 429–460.

    Article  Google Scholar 

  16. Milner PM. A neural mechanism for the immediate recall of sequences. Kybernetic 1. 1961. pp 76–81.

    Article  Google Scholar 

  17. Glasspool DW. Competitive queuing and the articulatory loop: An extended network model. In Levy JP, Bairaktaris D, Bullinaria JA and Cairns P (eds), Connectionist Models of Memory and Language. London: UCL Press. 1995.

    Google Scholar 

  18. Page MPA and Norris DG. The primacy model: A new model of immediate serial recall. (submitted).

    Google Scholar 

  19. Henson RNA. Short-term memory for serial order: The Start-End model. (submitted).

    Google Scholar 

  20. Brown GDA, Preece T and Hulme C. Oscillator-based memory for serial order. (Submitted).

    Google Scholar 

  21. Rumelhart DE and Norman DA. Simulating a skilled typist: a study of skilled cognitive-motor performance. Cognitive Science, 6. 1982. pp 1–36.

    Article  Google Scholar 

  22. Houghton G, Glasspool DW and Shallice T. Spelling and serial recall: Insights from a competitive queueing model. In Brown GDA and Ellis NC (eds), Handbook of Spelling: Theory, Process and Intervention. pp. 365–404. Chichester: John Wiley and Sons. 1994.

    Google Scholar 

  23. Glasspool DW, Houghton G and Shallice T. Interactions between knowledge sources in a dual-route connectionist model of spelling. In Smith LS and Hancock PJB (eds) Neural Computation and Psychology. Springer-Verlag. 1995.

    Google Scholar 

  24. Glasspool DW. and Houghton G. Response category constraints in serial behaviour: Consonant-vowel structure in a model of graphemic buffer disorder. (Submitted).

    Google Scholar 

  25. Dell GS. The retrieval of phonological forms in production: Tests of predictions from a connectionist model. Journal of Memory and Language, 27. 1988. pp 124–142.

    Article  Google Scholar 

  26. Hartley T and Houghton G. A linguistically constrained model of short-term memory for nonwords. Journal of Memory and Language 35. 1996. 1–31.

    Article  Google Scholar 

  27. Vousden JI and Brown GDA. To repeat or not to repeat: The time course of response suppression in sequential behaviour. In Bullinaria JA, Glasspool DW and Houghton G (eds) Proceedings of the fourth Neural Computation and Psychology Workshop. Springer-Verlag, 1997.

    Google Scholar 

  28. Rosenbaum DA, Kenny SB and Derr MA. Hierarchical control of rapid movement sequences. Journal of Experimental Psychology: Human Perception and Performance, 9. 1983. pp 86–102.

    Article  Google Scholar 

  29. Shaffer LH. Intention and performance. Psychological Review, 83. 1976. pp 375–393.

    Article  Google Scholar 

  30. Estes WK. An associative basis for coding and organization in memory. In Melton AW and Martin E (eds) Coding Processes in Human Memory. Washington DC: V. H. Winston and sons. 1972.

    Google Scholar 

  31. Grossberg S. A theory of human memory: Self-organisation and performance of sensory-motor codes, maps and plans. Progress in theoretical biology 5. 1978. pp 233–302.

    Google Scholar 

  32. Norman DA and Shallice T. Attention to action: Willed and automatic control of behaviour. Center for Human Information Processing (Technical Report No. 99) 1980. Reprinted in revised form in Davidson RJ, Schwartz GE and Shapiro D (eds) Consciousness and self-regulation (Vol. 4). New York: Plenum Press. 1986.

    Google Scholar 

  33. Baddeley AD and Hitch GL. Working Memory. In Bower GH (ed) Recent Advances in the Psychology of Learning and Motivation, Vol. VIII, 47–90. New York: Academic Press. 1974.

    Chapter  Google Scholar 

  34. Glasspool DW. Competitive queuing and the articulatory loop: an extended network model. MSc. thesis. Department of Psychology. University of Manchester. 1991.

    Google Scholar 

  35. Burgess N and Hitch GJ. A connectionist model of STM for serial order. In Gathercole SE (ed.) Models of Short-Term Memory. Hove: Psychology Press. 1996.

    Google Scholar 

  36. Conrad R and Hull AJ. Information, acoustic confusion and memory span. British Journal of Psychology, 5. 1964. pp 429–432.

    Article  Google Scholar 

  37. Baddeley AD. Short-term memory for word sequences as a function of acoustic, semantic and formal similarity. Quarterly Journal of Experimental Psychology, 18. 1966. 362–365.

    Article  Google Scholar 

  38. Conrad R. Acoustic confusions in immediate memory. British Journal of Psychology, 55, 1. 1964. pp 75–84.

    Article  Google Scholar 

  39. Glasspool DW. Competitive Queueing dynamics in a multi-layer network. Internal Technical Report, UCL-PSY-CQ2. Dept. of Psychology, University College London. 1997.

    Google Scholar 

  40. Sevald C, Dell G and Cole J. Syllable structure in speech production–are syllables chunks or schemas? Journal of Memory and Language 34. 1995. pp 807–820.

    Article  Google Scholar 

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© 1998 Springer-Verlag London Limited

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Glasspool, D.W., Houghton, G. (1998). Dynamic Representation of Structural Constraints in Models of Serial Behaviour. In: Bullinaria, J.A., Glasspool, D.W., Houghton, G. (eds) 4th Neural Computation and Psychology Workshop, London, 9–11 April 1997. Perspectives in Neural Computing. Springer, London. https://doi.org/10.1007/978-1-4471-1546-5_21

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  • DOI: https://doi.org/10.1007/978-1-4471-1546-5_21

  • Publisher Name: Springer, London

  • Print ISBN: 978-3-540-76208-9

  • Online ISBN: 978-1-4471-1546-5

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