Classical and Connectionist Models
Dissertation, Mit (1991)
| Abstract | Much of the philosophical interest of cognitive science stems from its potential relevance to the mind/body problem. The mind/body problem concerns whether both mental and physical phenomena exist, and if so, whether they are distinct. In this chapter I want to portray the classical and connectionist frameworks in cognitive science as potential sources of evidence for or against a particular strategy for solving the mind/body problem. It is not my aim to offer a full assessment of these two frameworks in this capacity. Instead, in this thesis I will deal with three philosophical issues which are (at best) preliminaries to such an assessment: issues about the syntax, the semantics, and the processing of the mental representations countenanced by classical and connectionist models. I will characterize these three issues in more detail at the end of the chapter | |||||||||
| Keywords | Cognition Connectionism Language Model Semantics | |||||||||
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W. F. G. Haselager & J. F. H. Van Rappard (1998). Connectionism, Systematicity, and the Frame Problem. Minds and Machines 8 (2):161-179.
Gerard O'Brien (1991). Is Connectionism Commonsense? Philosophical Psychology 4 (2):165-78.
William Ramsey (1997). Do Connectionist Representations Earn Their Explanatory Keep? Mind and Language 12 (1):34-66.
James W. Garson (1994). Cognition Without Classical Architecture. Synthese 100 (2):291-306.
Jerry A. Fodor & Zenon W. Pylyshyn (1988). Connectionism and Cognitive Architecture. Cognition 28:3-71.
Brian P. McLaughlin & F. Warfield (1994). The Allure of Connectionism Reexamined. Synthese 101 (3):365-400.
John Hawthorne (1989). On the Compatibility of Connectionist and Classical Models. Philosophical Psychology 2 (1):5-16.
William Ramsey, Stephen P. Stich & D. M. Rumelhart (eds.) (1991). Philosophy and Connectionist Theory. Lawrence Erlbaum.
Josep E. Corbi (1993). Classical and Connectionist Models: Levels of Description. Synthese 95 (2):141-68.
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