Representations need self-organizing top-down expectations to fit a changing world

Stephen Grossberg · Behavioral and Brain Sciences · 1998

“Chorus embodies an attempt to find out how far a mostly bottom-up approach to representation can be taken.” Models that embody both bottom-up and top-down learning have stronger computational properties and explain more data about representation than feedforward models do.

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