Rafal Bogacz, Ph.D.

Affiliations: 
computer science University of Bristol, Bristol, England, United Kingdom 
Area:
Computational neuroscience
Website:
http://www.cs.bris.ac.uk/~rafal/
Google:
"Rafal Bogacz"
Mean distance: 16.43 (cluster 23)
 
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Publications

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Millidge B, Song Y, Lak A, et al. (2024) Reward Bases: A simple mechanism for adaptive acquisition of multiple reward types. Plos Computational Biology. 20: e1012580
Fritsche M, Majumdar A, Strickland L, et al. (2024) Temporal regularities shape perceptual decisions and striatal dopamine signals. Nature Communications. 15: 7093
Calder-Travis J, Charles L, Bogacz R, et al. (2024) Bayesian confidence in optimal decisions. Psychological Review
Wang Y, Lak A, Manohar SG, et al. (2024) Dopamine encoding of novelty facilitates efficient uncertainty-driven exploration. Plos Computational Biology. 20: e1011516
Calder-Travis J, Bogacz R, Yeung N. (2024) Expressions for Bayesian confidence of drift diffusion observers in fluctuating stimuli tasks. Journal of Mathematical Psychology. 117: 102815
Herz DM, Bange M, Gonzalez-Escamilla G, et al. (2022) Dynamic control of decision and movement speed in the human basal ganglia. Nature Communications. 13: 7530
Möller M, Manohar S, Bogacz R. (2022) Uncertainty-guided learning with scaled prediction errors in the basal ganglia. Plos Computational Biology. 18: e1009816
Patai EZ, Foltynie T, Limousin P, et al. (2022) Conflict detection in a sequential decision task is associated with increased cortico-subthalamic coherence and prolonged subthalamic oscillatory response in the beta band. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience
Lefebvre G, Summerfield C, Bogacz R. (2021) A Normative Account of Confirmation Bias During Reinforcement Learning. Neural Computation. 1-31
van Swieten MMH, Bogacz R, Manohar SG. (2021) Hunger improves reinforcement-driven but not planned action. Cognitive, Affective & Behavioral Neuroscience
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