Rafal Bogacz

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Jonathan D. CohenProfessor of NeuroscienceAdresse e-mail validée de princeton.edu
Peter BrownMRC Brain Network Dynamics Unit at the University of OxfordAdresse e-mail validée de ndcn.ox.ac.uk
Philip HolmesProfessor of Applied & Computational Mathematics, Princeton UniversityAdresse e-mail validée de math.princeton.edu
Yuhang SongUniversity of OxfordAdresse e-mail validée de ndcn.ox.ac.uk
Thomas LukasiewiczVienna University of Technology, Austria; University of Oxford, UKAdresse e-mail validée de tuwien.ac.at
Tommaso SalvatoriVERSES Research LabAdresse e-mail validée de verses.io
Malcolm W. BrownProfessor of Cognitive Neuroscience, University of BristolAdresse e-mail validée de bristol.ac.uk
Eric Shea-BrownApplied Mathematics, University of WashingtonAdresse e-mail validée de uw.edu
Benoit DuchetMRC Brain Network Dynamics Unit at the University of OxfordAdresse e-mail validée de ndcn.ox.ac.uk
Christophe Giraud-CarrierBrigham Young UniversityAdresse e-mail validée de cs.byu.edu
Jeff MoehlisProfessor of Mechanical Engineering, University of California, Santa BarbaraAdresse e-mail validée de ucsb.edu
Nick YeungDept of Experimental Psychology, University of OxfordAdresse e-mail validée de psy.ox.ac.uk
Damian M. HerzClinical Research Fellow, Johannes Gutenberg Universitymedicine MainzAdresse e-mail validée de uni-mainz.de
Gihan WeerasinghePostdoctoral Researcher, University of OxfordAdresse e-mail validée de ndcn.ox.ac.uk
Birte ForstmannUniversity of AmsterdamAdresse e-mail validée de uva.nl
James A. R. MarshallProfessor of Theoretical & Computational Biology, University of SheffieldAdresse e-mail validée de sheffield.ac.uk
Peter J. MagillMRC Brain Network Dynamics Unit at the University of OxfordAdresse e-mail validée de pharm.ox.ac.uk
Matt JonesUniversity of BristolAdresse e-mail validée de bristol.ac.uk
James WhittingtonUniversity of Oxford, Stanford University, ZyphraAdresse e-mail validée de ndcn.ox.ac.uk
Eric-Jan WagenmakersUniversity of AmsterdamAdresse e-mail validée de uva.nl

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Rafal Bogacz

MRC Brain Network Dynamics Unit at the University of Oxford

Adresse e-mail validée de ndcn.ox.ac.uk - Page d'accueil

Computational neuroscience Machine Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	2285	2006
A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019	1127	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	873	2010
Optimal decision-making theories: linking neurobiology with behaviour R Bogacz Trends in cognitive sciences 11 (3), 118-125, 2007	513	2007
Theories of error back-propagation in the brain JCR Whittington, R Bogacz Trends in cognitive sciences 23 (3), 235-250, 2019	497	2019
The basal ganglia and cortex implement optimal decision making between alternative actions R Bogacz, K Gurney Neural computation 19 (2), 442-477, 2007	484	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	445	2010
A tutorial on the free-energy framework for modelling perception and learning R Bogacz Journal of mathematical psychology 76, 198-211, 2017	361	2017
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	351	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	321	2004
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	304	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	267	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	264	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	249	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	241	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	202	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	185	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	169	2011
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	164	2015
Model of familiarity discrimination in the perirhinal cortex R Bogacz, MW Brown, C Giraud-Carrier Journal of computational neuroscience 10, 5-23, 2001	164	2001

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