Articles with "information role" as a keyword



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Balancing New against Old Information: The Role of Puzzlement Surprise in Learning

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Published in 2018 at "Neural Computation"

DOI: 10.1162/neco_a_01025

Abstract: Surprise describes a range of phenomena from unexpected events to behavioral responses. We propose a novel measure of surprise and use it for surprise-driven learning. Our surprise measure takes into account data likelihood as well… read more here.

Keywords: surprise; information role; new old; old information ... See more keywords