Blar i TKD - Institutt for informasjonsteknologi på tidsskrift "Neural Computation"
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Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes
(Neural Computation;Vol. 33, No. 2, Journal article; Peer reviewed, 2021-02-01)Formation of stimulus equivalence classes has been recently modeled through equivalence projective simulation (EPS), a modified version of a projective simulation (PS) learning agent. PS is endowed with an episodic memory ... -
Equivalence Projective Simulation as a Framework for Modeling Formation of Stimulus Equivalence Classes
(Neural Computation;Volume 32, No. 5, Journal article; Peer reviewed, 2020-04-14)Stimulus equivalence (SE) and projective simulation (PS) study complex behavior, the former in human subjects and the latter in artificial agents. We apply the PS learning framework for modeling the formation of equivalence ... -
On Neural Associative Memory Structures: Storage and Retrieval of Sequences in a Chain of Tournaments
(Neural Computation;Volume 33, Issue 9, Peer reviewed; Journal article, 2021-08-19)Associative memories enjoy many interesting properties in terms of error correction capabilities, robustness to noise, storage capacity and retrieval performance and their usage spans over a large set of applications. In ...