Browsing Fakultet for informasjonsteknologi og elektroteknikk (IE) by Journals "Neural Computation"
Now showing items 1-3 of 3
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Decoding of neural data using cohomological feature extraction
(Journal article; Peer reviewed, 2019)We introduce a novel data-driven approach to discover and decode features in the neural code coming from large population neural recordings with minimal assumptions, using cohomological feature extraction. We apply our ... -
Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes
(Peer reviewed; Journal article, 2021)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
(Journal article; Peer reviewed, 2020)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 ...