Individuals with autism have difficulty integrating information and general
izing previously learned concepts to new situations. It was hypothesized th
at these problems result from an underlying impairment in category formatio
n. Persons with autism may not abstract a summary representation (a prototy
pe) during category learning and, instead. may form categories by memorizin
g a list of rules. Children with autism, Down syndrome, and normal developm
ent participated in one set of category learning tasks that could be solved
using a rule-based approach and a second set of tasks in which there was n
o rule that defined category membership (prototype tasks). In the rule-base
d tasks, all groups were successful at using a rule to learn a new category
. In the prototype tasks, only the typically developing children were able
to learn a new category. Neither the persons with autism nor the persons wi
th Down syndrome appeared to develop a prototype during category learning.
These data suggest that persons with autism and Down syndrome have difficul
ty categorizing new information by forming prototypes and, instead, tend to
rely on a rule-based approach to learning.