In an influential critique, Jerry Fodor and Zenon Pylyshyn point to th
e existence of a potentially devastating dilemma for connectionism (Fo
dor and Pylyshyn [1988]). Either connectionist models consist in mere
associations of unstructured representations, or they consist in proce
sses involving complex representations. If the former, connectionism i
s mere associationism, and will not be capable of accounting for very
much of cognition. If the latter, then connectionist models concern on
ly the implementation of cognitive processes, and are, therefore, not
informative at the level of cognition. I shall argue that Fodor and Py
lyshyn's argument is based on a crucial misunderstanding, the same mis
understanding which motivates the entire language of thought hypothesi
s.