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 | 2168 | 2006 |
A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019 | 936 | 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 | 823 | 2010 |
Optimal decision-making theories: linking neurobiology with behaviour R Bogacz Trends in cognitive sciences 11 (3), 118-125, 2007 | 486 | 2007 |
The basal ganglia and cortex implement optimal decision making between alternative actions R Bogacz, K Gurney Neural computation 19 (2), 442-477, 2007 | 465 | 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 | 434 | 2010 |
Theories of error back-propagation in the brain JCR Whittington, R Bogacz Trends in cognitive sciences 23 (3), 235-250, 2019 | 415 | 2019 |
A tutorial on the free-energy framework for modelling perception and learning R Bogacz Journal of mathematical psychology 76, 198-211, 2017 | 321 | 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 | 305 | 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 | 303 | 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 | 289 | 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 | 258 | 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 | 243 | 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 | 233 | 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 | 229 | 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 | 196 | 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 | 170 | 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 | 161 | 2011 |
Model of familiarity discrimination in the perirhinal cortex R Bogacz, MW Brown, C Giraud-Carrier Journal of computational neuroscience 10, 5-23, 2001 | 157 | 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 | 156 | 2015 |