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