Rafal Bogacz
Rafal Bogacz
MRC Brain Network Dynamics Unit at the University of Oxford
Verified email at - Homepage
Cited by
Cited by
The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks.
R Bogacz, E Brown, J Moehlis, P Holmes, JD Cohen
Psychological review 113 (4), 700, 2006
A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature neuroscience 22 (11), 1761-1770, 2019
The neural basis of the speed–accuracy tradeoff
R Bogacz, EJ Wagenmakers, BU Forstmann, S Nieuwenhuis
Trends in neurosciences 33 (1), 10-16, 2010
Optimal decision-making theories: linking neurobiology with behaviour
R Bogacz
Trends in cognitive sciences 11 (3), 118-125, 2007
The basal ganglia and cortex implement optimal decision making between alternative actions
R Bogacz, K Gurney
Neural computation 19 (2), 442-477, 2007
Cortico-striatal connections predict control over speed and accuracy in perceptual decision making
BU Forstmann, A Anwander, A Schäfer, J Neumann, S Brown, ...
Proceedings of the National Academy of Sciences 107 (36), 15916-15920, 2010
Theories of error back-propagation in the brain
JCR Whittington, R Bogacz
Trends in cognitive sciences 23 (3), 235-250, 2019
A tutorial on the free-energy framework for modelling perception and learning
R Bogacz
Journal of mathematical psychology 76, 198-211, 2017
Detection of synchronized oscillations in the electroencephalogram: an evaluation of methods
N Yeung, R Bogacz, CB Holroyd, JD Cohen
Psychophysiology 41 (6), 822-832, 2004
An approximation of the error backpropagation algorithm in a predictive coding network with local hebbian synaptic plasticity
JCR Whittington, R Bogacz
Neural computation 29 (5), 1229-1262, 2017
Conditions for the generation of beta oscillations in the subthalamic nucleus–globus pallidus network
AJN Holgado, JR Terry, R Bogacz
Journal of Neuroscience 30 (37), 12340-12352, 2010
On optimal decision-making in brains and social insect colonies
JAR Marshall, R Bogacz, A Dornhaus, R Planqué, T Kovacs, NR Franks
Journal of the Royal Society Interface 6 (40), 1065-1074, 2009
Do humans produce the speed–accuracy trade-off that maximizes reward rate?
R Bogacz, PT Hu, PJ Holmes, JD Cohen
Quarterly journal of experimental psychology 63 (5), 863-891, 2010
Action initiation shapes mesolimbic dopamine encoding of future rewards
ECJ Syed, LL Grima, PJ Magill, R Bogacz, P Brown, ME Walton
Nature neuroscience 19 (1), 34-36, 2016
Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choice
R Bogacz, M Usher, J Zhang, JL McClelland
Philosophical Transactions of the Royal Society B: Biological Sciences 362 …, 2007
Theta phase resetting and the error‐related negativity
N Yeung, R Bogacz, CB Holroyd, S Nieuwenhuis, JD Cohen
Psychophysiology 44 (1), 39-49, 2007
Computational models describing possible mechanisms for generation of excessive beta oscillations in Parkinson’s disease
A Pavlides, SJ Hogan, R Bogacz
PLoS computational biology 11 (12), e1004609, 2015
Quantifying phase–amplitude coupling in neuronal network oscillations
ACE Onslow, R Bogacz, MW Jones
Progress in biophysics and molecular biology 105 (1-2), 49-57, 2011
Model of familiarity discrimination in the perirhinal cortex
R Bogacz, MW Brown, C Giraud-Carrier
Journal of computational neuroscience 10, 5-23, 2001
Distinct developmental origins manifest in the specialized encoding of movement by adult neurons of the external globus pallidus
PD Dodson, JT Larvin, JM Duffell, FN Garas, NM Doig, N Kessaris, ...
Neuron 86 (2), 501-513, 2015
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