Extracting higher-level relationships in connectionist models
Behavioral and Brain Sciences 20 (1):77-77 (1997)
| Abstract | Connectionist networks excel at extracting statistical regularities but have trouble extracting higher-order relationships. Clark & Thornton suggest that a solution to this problem might come from Elman (1993), but I argue that the success of Elman's single recurrent network is illusory, and show that it cannot in fact represent abstract relationships that can be generalized to novel instances, undermining Clark & Thornton's key arguments. | |||||||||
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