Balancing New against Old Information: The Role of Puzzlement Surprise in Learning
Sign Up to like & getrecommendations! 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