LOCALIST CONNECTIONISM FITS THE BILL
Commentary on Green on Connectionist-Explanation

Abstract

Green (1998) restates a now standard critique of connectionist models: they have poor explanatory value as a result of their opaque functioning. However, this problem only arises in connectionist models that use distributed hidden unit representations, and is NOT a feature of localist connectionism. Indeed, Green's critique reads as an appeal for the development of localist connectionist models as an excellent starting point for building a unified theory of human cognition.

Keywords

References

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