@article {Haybron:August 2000:0924-6495:361, author = "Haybron D.M.", title = "The Causal and Explanatory Role of Information Stored in Connectionist Networks", journal = "Minds and Machines", volume = "10", year = "August 2000", abstract = "
In this paper I defend the propriety of explaining the behavior of distributed connectionist networks by appeal to selected data stored therein. In particular, I argue that if there is a problem with such explanations, it is a consequence of the fact that information storage in networks is superpositional, and not because it is distributed. I then develop a ``proto-account'' of causation for networks, based on an account of Andy Clark's, that shows even superpositionality does not undermine information-based explanation. Finally, I argue that the resulting explanations are genuinely informative and not vacuous.
", pages = "361-380(20)", url = "http://www.ingentaconnect.com/content/klu/mind/2000/00000010/00000003/00258827" }