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Rafal Bogacz
Rafal Bogacz
MRC Brain Network Dynamics Unit at the University of Oxford
Verified email at ndcn.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
24812006
A deep learning framework for neuroscience
BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ...
Nature neuroscience 22 (11), 1761-1770, 2019
13632019
The neural basis of the speed–accuracy tradeoff
R Bogacz, EJ Wagenmakers, BU Forstmann, S Nieuwenhuis
Trends in neurosciences 33 (1), 10-16, 2010
9382010
Theories of error back-propagation in the brain
JCR Whittington, R Bogacz
Trends in cognitive sciences 23 (3), 235-250, 2019
5942019
Optimal decision-making theories: linking neurobiology with behaviour
R Bogacz
Trends in cognitive sciences 11 (3), 118-125, 2007
5332007
The basal ganglia and cortex implement optimal decision making between alternative actions
R Bogacz, K Gurney
Neural computation 19 (2), 442-477, 2007
5112007
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
4702010
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
4302017
A tutorial on the free-energy framework for modelling perception and learning
R Bogacz
Journal of mathematical psychology 76, 198-211, 2017
4112017
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
3382010
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
3292004
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
2842010
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
2762009
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
2672016
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
2492007
Theta phase resetting and the error‐related negativity
N Yeung, R Bogacz, CB Holroyd, S Nieuwenhuis, JD Cohen
Psychophysiology 44 (1), 39-49, 2007
2052007
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
2032015
Neural signatures of hyperdirect pathway activity in Parkinson’s disease
A Oswal, C Cao, CH Yeh, WJ Neumann, J Gratwicke, H Akram, A Horn, ...
Nature communications 12 (1), 5185, 2021
1972021
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
1912015
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
1902011
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Articles 1–20