Modularity vs. Wholistic Connectivity
Bob Hadley
hadley at cs.sfu.ca
Sat Aug 24 11:51:40 EDT 2002
A pdf file for the following New Paper is now available at:
www.cs.sfu.ca/~hadley/modular.pdf
~~~~~~~~~~~~~~~~~~~~~~
A DEFENSE OF FUNCTIONAL MODULARITY
by
Robert F. Hadley
School of Computing Science
and
Cognitive Science Program
Simon Fraser University
Abstract
Although belief in the existence of mental modules of some
form is widespread among cognitive researchers, neurally
sophisticated researchers commonly resist the view that cognitive
processing involves modules which are functionally
independent of one another. Moreover, within the past few
years, at least three noted researchers (Fodor, Kosslyn, and
Uttal) have called into serious question the existence of
distinct modules in broad areas of human cognition.
The present paper offers a defense of the existence of
functionally independent modules, which, though spatially
distributed, communicate via traditionally conceived input/output
channels. This defense proceeds (i) by showing that the
anti-modularity arguments of Fodor, Kosslyn, and Uttal are not
compelling; (ii) by presenting theoretically-grounded reasons why
any connectionist is committed, via the most basic tenets of
connectionism, to accepting the existence of functionally
independent modules; (iii) by presenting wholistically inclined
connectionists with a novel challenge, namely, to demonstrate
that a single, wholistic network could display strong levels of
generalization as a side-effect of multiple, previously
acquired skills. In the course of these arguments, I examine a
recent generalization challenge posed by Phillips (2000) to
eliminative connectionists.
32 pages, with 1.2 spacing
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