In "Representations without Rules, Connectionism and the Syntactic Argument
'', Kenneth Aizawa argues against the view that connectionist nets can be u
nderstood as processing representations without the use of representation-l
evel rules, and he provides a positive characterization of how to interpret
connectionist nets as following representation-level rules. He takes Terry
Horgan and John Tienson to be the targets of his critique. The present pap
er marshals functional and methodological considerations, gleaned from the
practice of cognitive modelling, to argue against Aizawa's characterization
of how connectionist nets may be understood as making use of representatio
n-level rules.