David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Jack Alan Reynolds
Learn more about PhilPapers
At root, the systematicity debate over classical versus connectionist explanations for cognitive architecture turns on quantifying the degree to which human cognition is systematic. We introduce into the debate recent psychological data that provides strong support for the purely structure-based generalizations claimed by Fodor and Pylyshyn (1988). We then show, via simulation, that two widely used connectionist models (feedforward and simple recurrent networks) do not capture the same degree of generalization as human subjects. However, we show that this limitation is overcome by tensor networks that support relational processing.
|Keywords||No keywords specified (fix it)|
|Categories||categorize this paper)|
Setup an account with your affiliations in order to access resources via your University's proxy server
Configure custom proxy (use this if your affiliation does not provide a proxy)
|Through your library||
References found in this work BETA
No references found.
Citations of this work BETA
No citations found.
Similar books and articles
Jerry A. Fodor & Zenon W. Pylyshyn (1988). Connectionism and Cognitive Architecture. Cognition 28 (1-2):3-71.
Wayne A. Davis (2005). On Begging the Systematicity Question. Journal of Philosophical Research 30:399-404.
L. F. Niklasson & Tim van Gelder (1994). On Being Systematically Connectionist. Mind and Language 9 (3):288-302.
Tim van Gelder (1994). On Being Systematically Connectionist. Mind and Language 9:288-30.
Brian P. McLaughlin & F. Warfield (1994). The Allure of Connectionism Reexamined. Synthese 101 (3):365-400.
James W. Garson (1994). Cognition Without Classical Architecture. Synthese 100 (2):291-306.
Robert F. Hadley & M. B. Hayward (1997). Strong Semantic Systematicity From Hebbian Connectionist Learning. Minds and Machines 7 (1):1-55.
Michael V. Antony (1991). Fodor and Pylyshyn on Connectionism. Minds and Machines 1 (3):321-41.
S. Phillips (1998). Are Feedforward and Recurrent Networks Systematic? Analysis and Implications for a Connectionist Cognitive Architecture. Philosophical Explorations.
Brian P. McLaughlin (2009). Systematicity Redux. Synthese 170 (2):251 - 274.
Added to index2009-01-28
Total downloads13 ( #129,939 of 1,140,280 )
Recent downloads (6 months)1 ( #142,694 of 1,140,280 )
How can I increase my downloads?