Attractor spaces as modules: A semi-eliminative reduction of symbolic AI to dynamic systems theory [Book Review]
David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Jack Alan Reynolds
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Minds and Machines 15 (1):23-55 (2005)
I propose a semi-eliminative reduction of Fodors concept of module to the concept of attractor basin which is used in Cognitive Dynamic Systems Theory (DST). I show how attractor basins perform the same explanatory function as modules in several DST based research program. Attractor basins in some organic dynamic systems have even been able to perform cognitive functions which are equivalent to the If/Then/Else loop in the computer language LISP. I suggest directions for future research programs which could find similar equivalencies between organic dynamic systems and other cognitive functions. This type of research could help us discover how (and/or if) it is possible to use Dynamic Systems Theory to more accurately model the cognitive functions that are now being modeled by subroutines in Symbolic AI computer models. If such a reduction of subroutines to basins of attraction is possible, it could free AI from the limitations that prompted Fodor to say that it was impossible to model certain higher level cognitive functions
|Keywords||Cognition Dynamic Metaphysics Modularity Systems Theory Fodor, Jerry|
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References found in this work BETA
Paul M. Churchland (1989). A Neurocomputational Perspective: The Nature of Mind and the Structure of Science. MIT Press.
John W. Bickle (2008). Psychoneural Reduction: The New Wave. A Bradford Book.
David Morris, E. Thelen & L. B. Smith (1997). A Dynamic Systems Approach to the Development of Cognition and Action. International Studies in the Philosophy of Science 11 (2).
Marvin L. Minsky (1986). The Society Of Mind. Simon & Schuster.
Citations of this work BETA
Mitch Parsell (2009). Quinean Social Skills: Empirical Evidence From Eye-Gaze Against Information Encapsulation. Biology and Philosophy 24 (1):1-19.
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