Computation and cognition

In this paper I look at three theories regarding the exact nature of cognitive state transitions. I briefly dismiss dynamic systems theory as providing no clearly specified explananda consistent with notions of cognition. For remainder of the paper, I focus upon ‘classical’ cognitive science and dynamic computationalism. I present and criticize the two most prominent arguments in the literature. I suggest that proponents of each of these arguments in the literature misunderstand or misapply the technical notions to which they appeal. I conclude the paper by arguing that properly understood, all the types of arguments in the literature support dynamic computationalism.

[1]  Paul M. Churchland,et al.  Matter and Consciousness: A Contemporary Introduction to the Philosophy of Mind , 1984 .

[2]  Hava T. Siegelmann,et al.  Analog computation via neural networks , 1993, [1993] The 2nd Israel Symposium on Theory and Computing Systems.

[3]  P. Smolensky On the proper treatment of connectionism , 1988, Behavioral and Brain Sciences.

[4]  Kim Plunkett Connectionism Today , 2004, Synthese.

[5]  A. Church An Unsolvable Problem of Elementary Number Theory , 1936 .

[6]  James E. Tomberlin,et al.  On the Plurality of Worlds. , 1989 .

[7]  Lokendra Shastri,et al.  The Relevance of Connectionism to AI: A Representation and Reasoning Perspective , 1989 .

[8]  Chris Eliasmith,et al.  The third contender: A critical examination of the Dynamicist theory of cognition , 1996 .

[9]  T. Gelder,et al.  What Might Cognition Be, If Not Computation? , 1995 .

[10]  Sergio Rajsbaum,et al.  Introduction , 2007, SIGA.

[11]  P. Smolensky THE CONSTITUENT STRUCTURE OF CONNECTIONIST MENTAL STATES: A REPLY TO FODOR AND PYLYSHYN , 2010 .

[12]  David E. Rumelhart,et al.  The architecture of mind: a connectionist approach , 1989 .

[13]  P. Smolensky Connectionism, Constituency, and the Language of Thought ; CU-CS-416-88 , 1988 .

[14]  B. Jack Copeland,et al.  The Broad Conception of Computation , 1997 .

[15]  Chris Eliasmith Attractive and In-discrete , 2004, Minds and Machines.

[16]  J. Fodor,et al.  Connectionism and cognitive architecture: A critical analysis , 1988, Cognition.

[17]  Jerome A. Feldman,et al.  Connectionist Models and Their Properties , 1982, Cogn. Sci..

[18]  David J. Chalmers,et al.  Syntactic Transformations on Distributed Representations , 1990 .

[19]  John Garcia,et al.  Relation of cue to consequence in avoidance learning , 1966 .

[20]  J. Fodor,et al.  Connectionism and the problem of systematicity: Why Smolensky's solution doesn't work , 1990, Cognition.

[21]  David J. Chalmers,et al.  On implementing a computation , 1994, Minds and Machines.

[22]  Chris Eliasmith,et al.  Attractive and In-discrete A Critique of Two Putative Virtues of the Dynamicist Theory of Mind ∗ , 2001 .

[23]  T. Gelder,et al.  The dynamical hypothesis in cognitive science , 1998, Behavioral and Brain Sciences.

[24]  Pierre Poirier,et al.  Systematicity and the Cognition of Structured Domains , 2001 .

[25]  I. Whishaw,et al.  Fundamentals of Human Neuropsychology , 1995 .

[26]  A. Damasio,et al.  Brain and language. , 1993, Scientific American.

[27]  Stephen Stich,et al.  Reflective equilibrium, analytic epistemology and the problem of cognitive diversity , 1988, Synthese.

[28]  S. Stich Could man be an irrational animal? , 1985, Synthese.

[29]  William Bechtel,et al.  CONTEMPORARY CONNECTIONISM: ARE THE NEW PARALLEL DISTRIBUTED PROCESSING MODELS COGNITIVE OR ASSOCIATIONIST? , 1985 .