| Conflict monitoring and cognitive control. MM Botvinick, TS Braver, DM Barch, CS Carter, JD Cohen Psychological review 108 (3), 624, 2001 | 9422 | 2001 |
| Beta-VAE: Learning basic visual concepts with a constrained variational framework I Higgins, L Matthey, A Pal, C Burgess, X Glorot, M Botvinick, S Mohamed, ... International conference on learning representations, 2016 | 5704 | 2016 |
| Rubber hands ‘feel’ touch that eyes see M Botvinick, J Cohen Nature 391 (6669), 756-756, 1998 | 5670 | 1998 |
| Conflict monitoring and anterior cingulate cortex: an update MM Botvinick, JD Cohen, CS Carter Trends in cognitive sciences 8 (12), 539-546, 2004 | 4606 | 2004 |
| Anterior cingulate cortex, error detection, and the online monitoring of performance CS Carter, TS Braver, DM Barch, MM Botvinick, D Noll, JD Cohen Science 280 (5364), 747-749, 1998 | 4449 | 1998 |
| Relational inductive biases, deep learning, and graph networks PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ... arXiv preprint arXiv:1806.01261, 2018 | 4027 | 2018 |
| Meta-learning with memory-augmented neural networks A Santoro, S Bartunov, M Botvinick, D Wierstra, T Lillicrap International conference on machine learning, 1842-1850, 2016 | 3228 | 2016 |
| Conflict monitoring versus selection-for-action in anterior cingulate cortex M Botvinick, LE Nystrom, K Fissell, CS Carter, JD Cohen Nature 402 (6758), 179-181, 1999 | 2788 | 1999 |
| The expected value of control: an integrative theory of anterior cingulate cortex function A Shenhav, MM Botvinick, JD Cohen Neuron 79 (2), 217-240, 2013 | 2475 | 2013 |
| The neural basis of error detection: conflict monitoring and the error-related negativity. N Yeung, MM Botvinick, JD Cohen Psychological review 111 (4), 931, 2004 | 2367 | 2004 |
| Machine learning classifiers and fMRI: a tutorial overview F Pereira, T Mitchell, M Botvinick Neuroimage 45 (1), S199-S209, 2009 | 2016 | 2009 |
| Neuroscience-inspired artificial intelligence D Hassabis, D Kumaran, C Summerfield, M Botvinick Neuron 95 (2), 245-258, 2017 | 1927 | 2017 |
| Conflict monitoring and decision making: reconciling two perspectives on anterior cingulate function MM Botvinick Cognitive, Affective, & Behavioral Neuroscience 7 (4), 356-366, 2007 | 1448 | 2007 |
| Decision making and the avoidance of cognitive demand. W Kool, JT McGuire, ZB Rosen, MM Botvinick Journal of experimental psychology: general 139 (4), 665, 2010 | 1405 | 2010 |
| Parsing executive processes: strategic vs. evaluative functions of the anterior cingulate cortex CS Carter, AM Macdonald, M Botvinick, LL Ross, VA Stenger, D Noll, ... Proceedings of the National Academy of Sciences 97 (4), 1944-1948, 2000 | 1354 | 2000 |
| Motivation and cognitive control: from behavior to neural mechanism M Botvinick, T Braver Annual Review of Psychology 66 (1), 83-113, 2015 | 1193 | 2015 |
| Learning to reinforcement learn JX Wang, Z Kurth-Nelson, D Tirumala, H Soyer, JZ Leibo, R Munos, ... arXiv preprint arXiv:1611.05763, 2016 | 1149 | 2016 |
| Toward a rational and mechanistic account of mental effort A Shenhav, S Musslick, F Lieder, W Kool, TL Griffiths, JD Cohen, ... Annual review of neuroscience 40 (1), 99-124, 2017 | 1114 | 2017 |
| The hippocampus as a predictive map KL Stachenfeld, MM Botvinick, SJ Gershman Nature neuroscience 20 (11), 1643-1653, 2017 | 986 | 2017 |
| Anterior cingulate cortex, conflict monitoring, and levels of processing V Van Veen, JD Cohen, MM Botvinick, VA Stenger, CS Carter Neuroimage 14 (6), 1302-1308, 2001 | 918 | 2001 |
