David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Ezio Di Nucci
Jonathan Jenkins Ichikawa
Jack Alan Reynolds
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Mind and Language 22 (3):246–269 (2007)
This paper advocates explicitness about the type of entity to be considered as content- bearing in connectionist systems; it makes a positive proposal about how vehicles of content should be individuated; and it deploys that proposal to argue in favour of representation in connectionist systems. The proposal is that the vehicles of content in some connectionist systems are clusters in the state space of a hidden layer. Attributing content to such vehicles is required to vindicate the standard explanation for some classificatory networks’ ability to generalise to novel samples their correct classification of the samples on which they were trained
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Citations of this work BETA
Cameron Buckner (2015). Functional Kinds: A Skeptical Look. Synthese 192 (12):3915-3942.
Sebo Uithol, Iris van Rooij, Harold Bekkering & Pim Haselager (2011). What Do Mirror Neurons Mirror? Philosophical Psychology 24 (5):607 - 623.
Nicholas Shea (2012). Methodological Encounters with the Phenomenal Kind. Philosophy and Phenomenological Research 84 (2):307-344.
Francisco Calvo Garzon & Angel Garcia Rodriguez (2009). Where is Cognitive Science Heading? Minds and Machines 19 (3):301-318.
Francisco Calvo Garzón & Ángel García Rodríguez (2009). Where is Cognitive Science Heading? Minds and Machines 19 (3):301-318.
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Susan L. Hurley (1998). Vehicles, Contents, Conceptual Structure and Externalism. Analysis 58 (1):1-6.
Gualtiero Piccinini (2007). Connectionist Computation. In Proceedings of the 2007 International Joint Conference on Neural Networks.
Daniel C. Dennett (2001). Things About Things. In João Branquinho (ed.), The Foundations of Cognitive Science. OUP 133.
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