Part 1 Subdoxastic explanation I: connectionism and classical architecture; Introduction - classicism vs connectionism, Cynthia Macdonald; on the proper treatment of connectionism ("Behavioural and Brain Sciences" 11, 1988), P. Smolensky; connectionism and cognitive architecture - a critical analysis ("Cognition" 28, 1988), J. Fodor; connectionism and the problem of systematicity - why Smolensky's solution doesn't work ("Cognition" 35, 1990), J. Fodor; constituent structure and explanation in an integrated connectionist/symbolic cognitive architecture, P. Smolensky. Part 2 Subdoxastic explanation II: connectionism and eliminativism; introduction - connectionism and eliminativism, Cynthia Macdonald, connectionism, eliminative, and the future of folk psychology ("Philosophical Perspectives" 4, 1990), W. Ramsey et al, connectionist minds ("Proceedings of the Aristotelian Society", volume 90, 1989-90), A. Clark, on the projectable predicates of connectionist psychology - a case for belief, P. Smolensky, do connectionist minds have beliefs? - a reply to clark and smolensky, S. Stich and T. Warfield.