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Self-directedness: A Process Approach to Cognition

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Abstract

Standard approaches to cognition emphasise structures (representations and rules) much more than processes, in part because this appears to be necessary to capture the normative features of cognition. However the resultant models are inflexible and face the problem of computational intractability. I argue that the ability of real world cognition to cope with complexity results from deep and subtle coupling between cognitive and non-cognitive processes. In order to capture this, theories of cognition must shift from a structural rule-defined conception of cognition to a thoroughgoing embedded process approach.

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REFERENCES

  • Arbib, M., P. Érdi, and J. Szentagothai: 1998, Neural Organization: Structure, Function and Dynamics, Cambridge, MA: MIT Press.

    Google Scholar 

  • Bechara, A., H. Damasio, D. Tranel, and A. Damasio: 1997, ‘Deciding Advantageously before Knowing the Advantageous Strategy’, Science 275, 1293–1294.

    Google Scholar 

  • Bertenthal, B. I. and R. Clifton: 1997, ‘Perception and Action’, in D. Kuhn and R. Siegler (eds.), Handbook of Child Psychology, New York: Wiley.

    Google Scholar 

  • Bickhard, M. H.: 1993, ‘Representational Content in Humans and Machines’, Journal of Experimental and Theoretical Artificial Intelligence 5, 285–333.

    Google Scholar 

  • Brooks, R. A.: 1991, ‘IntelligenceWithout Representation’, Artificial Intelligence 47, 139–159.

    Google Scholar 

  • Bryson, J. J.: 2000, ‘Cross-Paradigm Analysis of Autonomous Agent Architecture’, Journal of Experimental and Theoretical Artificial Intelligence 12, 165–190.

    Google Scholar 

  • Carruthers, P.: forthcoming, ‘Distinctively Human Thinking: Modular Precursors and Components’, in P. Carruthers, S. Laurence, and S. Stich (eds.), The Structure of the Innate Mind.

  • Christensen, W. D. and C. A. Hooker: 2000, ‘An Interactivist-Constructivist Approach to Intelligence: Self-directed Anticipative Learning’, Philosophical Psychology 13, 5–45.

    Google Scholar 

  • Christensen, W. D. and C. A. Hooker: 2001, ‘Self-directed Agents’, in J. S. McIntosh (ed.), Naturalism, Evolution & Intentionality, Calgary: University of Calgary Press, pp. 19–52.

    Google Scholar 

  • Christensen, W. D. and M. H. Bickhard: 2002, ‘The Process Dynamics of Normative Function’, Monist 85, 3–28.

    Google Scholar 

  • Desai, N. S., R. H. Cudmore, S. B. Nelson, and G. G. Turrigiano: 2002, ‘Critical Periods for Experience-dependent Synaptic Scaling in Visual Cortex’, Nature Neuroscience 5, 783–789.

    Google Scholar 

  • Fodor, J.: 2000, The Mind Doesn't Work ThatWay: The Scope and Limits of Computational Psychology, Cambridge, MA: Bradford Books/MIT Press.

    Google Scholar 

  • Gibson, J. J.: 1977, ‘The Theory of Affordances’, in R. Shaw and J. Bransford (eds.), Perceiving, Acting and Knowing, New York: Wiley, pp. 67–82.

    Google Scholar 

  • Goldstone, R. L., M. Steyvers, J. S. Smith, and Kersten, A.: 2000, ‘Interactions between Perceptual and Conceptual Learning’, in E. Dietrich and A. B. Markman (eds.), Cognitive Dynamics: Conceptual and Representational Change in Humans and Machines, Mahweh, NJ: Lawrence Erlbaum, pp. 191–228.

    Google Scholar 

  • Holyoak, K. J. and J. E. Hummel: 2000, ‘The Proper Treatment of Symbols in a Connectionist Architecture’, in E. Dietrich and A. B. Markman (eds.), Cognitive Dynamics: Conceptual and Representational Change in Humans and Machines, Mahwah, NJ: Lawrence Erlbaum, pp. 229–264.

    Google Scholar 

  • Hutchins, E.: 1995a, Cognition in the Wild, Cambridge, MA: MIT Press.

    Google Scholar 

  • Hutchins, E.: 1995b, ‘How a Cockpit Remembers its Speeds’, Cognitive Science 19, 265–288.

    Google Scholar 

  • Lakoff, G.: 1987, Women, Fire and Dangerous Things, Chicago: University of Chicago Press.

    Google Scholar 

  • Menzel, R. and M. Giurfa: 2001, ‘Cognitive Architecture of a Minibrain: The Honeybee’, Trends in Cognitive Sciences 5, 62–71.

    Google Scholar 

  • Münte, Thomas F., F. Altenmüller, and L. Jäncke: 2002, ‘The Musician's Brain as a Model of Neuroplasticity’, Nature Reviews Neuroscience 3, 473–478.

    Google Scholar 

  • Neisser, U.:1997, ‘The Ecological Study of Memory’, Philosophical Transactions of the Royal Society of London B: Biological Sciences 352, 1697–1701.

    Google Scholar 

  • Newell, A. and H. A. Simon: 1972, Human Problem Solving, Englewood Cliffs, NJ: Prentice-Hall.

    Google Scholar 

  • Payton, D.: 1990, ‘Internalized Plans: A Representation for Action Resources’, in P. Maes (ed.), Robotics and Autonomous Systems, Special Issue on Designing Autonomous Agents: Theory and Practice from Biology to Engineering and Back, pp. 89–104.

  • Quartz, S. R. and T. J. Sejnowski: 1997, ‘The Neural Basis of Cognitive Development: A Constructivist Manifesto’, Behavioural and Brain Sciences 20, 537–596.

    Google Scholar 

  • Raubenheimer, D. and S. Simpson: 1999, ‘Integrating Nutrition: A Geometrical Approach’, Entomologia Experimentalis et Applicata 99, 67–82.

    Google Scholar 

  • Remez, R. E.: 2000, ‘Speech Spoken and Represented’, in E. Dietrich and A. B. Markman (eds.), Cognitive Dynamics: Conceptual and Representational Change in Humans and Machines, Mahwah, NJ: Lawrence Erlbaum, pp. 93–115.

    Google Scholar 

  • Romanes, G.: 1904, Animal Intelligence, London: Kegan Paul, Trench, Trubner & Co.

    Google Scholar 

  • Schultz, W.: 2000, ‘Multiple Reward Signals in the Brain’, Nature Reviews Neuroscience 1, 199–207.

    Google Scholar 

  • Sieg, W.: 1999, ‘Formal Systems, Properties of’, in R. A. Wilson and F. Keil (eds.), The MIT Encyclopedia of the Cognitive Sciences, Cambridge, MA: Bradford Books.

    Google Scholar 

  • Stiles, J.: 2000, ‘Neural Plasticity and Cognitive Development’, Developmental Neuropsychology 18, 237–272.

    Google Scholar 

  • Thompson-Schill, S. L., M. D'Esposito, G. K. Aguirre, and M. J. Farah: 1997, ‘Role of Left Inferior Prefrontal Cortex in Retrieval of Semantic Knowledge: A Reevaluation’, PNAS 94, 14792–14797.

    Google Scholar 

  • Tranel, D., C. G. Logan, R. J. Frank, and A. R. Damasio: 1997, ‘Explaining Category-related Effects in the Retrieval of Conceptual and Lexical Knowledge for Concrete Entities: Operationalization and Analysis of Factors’, Neuropsychologia 35, 1329–1339.

    Google Scholar 

  • Wilson, R. A. and F. Keil: 1999, The MIT Encyclopedia of the Cognitive Sciences, Cambridge, MA: Bradford Books.

    Google Scholar 

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Christensen, W. Self-directedness: A Process Approach to Cognition. Axiomathes 14, 157–175 (2004). https://doi.org/10.1023/B:AXIO.0000006792.46360.11

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