Standout Papers

Conflict monitoring and cognitive control. 1998 2026 2007 2016 5.2k
  1. Conflict monitoring and cognitive control. (2001)
    Matthew Botvinick, Todd S. Braver et al. Psychological Review
  2. Conflict monitoring and anterior cingulate cortex: an update (2004)
    Matthew Botvinick, Jonathan D. Cohen et al. Trends in Cognitive Sciences
  3. Anterior Cingulate Cortex, Error Detection, and the Online Monitoring of Performance (1998)
    Cameron S. Carter, Todd S. Braver et al. Science
  4. Conflict monitoring versus selection-for-action in anterior cingulate cortex (1999)
    Matthew Botvinick, Leigh E. Nystrom et al. Nature
  5. The Neural Basis of Error Detection: Conflict Monitoring and the Error-Related Negativity. (2004)
    Nick Yeung, Matthew Botvinick et al. Psychological Review
  6. The Expected Value of Control: An Integrative Theory of Anterior Cingulate Cortex Function (2013)
    Amitai Shenhav, Matthew Botvinick et al. Neuron
  7. Machine learning classifiers and fMRI: A tutorial overview (2008)
    Francisco Pereira, Tom M. Mitchell et al. NeuroImage
  8. beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework (2017)
    Irina Higgins, Löıc Matthey et al. International Conference on Learning Representations
  9. Conflict monitoring and decision making: Reconciling two perspectives on anterior cingulate function (2007)
    Matthew Botvinick Cognitive Affective & Behavioral Neuroscience
  10. Parsing executive processes: Strategic vs. evaluative functions of the anterior cingulate cortex (2000)
    Cameron S. Carter, Angus W. MacDonald et al. Proceedings of the National Academy of Sciences
  11. Neuroscience-Inspired Artificial Intelligence (2017)
    Demis Hassabis, Dharshan Kumaran et al. Neuron
  12. Decision making and the avoidance of cognitive demand. (2010)
    Wouter Kool, Joseph T. McGuire et al. Journal of Experimental Psychology General
  13. Toward a Rational and Mechanistic Account of Mental Effort (2017)
    Amitai Shenhav, Sebastian Musslick et al. Annual Review of Neuroscience
  14. Motivation and Cognitive Control: From Behavior to Neural Mechanism (2014)
    Matthew Botvinick, Todd S. Braver Annual Review of Psychology
  15. Anterior Cingulate Cortex, Conflict Monitoring, and Levels of Processing (2001)
    Vincent van Veen, Jonathan D. Cohen et al. NeuroImage
  16. Meta-learning with memory-augmented neural networks (2016)
    Adam Santoro, Sergey Bartunov et al. International Conference on Machine Learning
  17. The hippocampus as a predictive map (2017)
    Kimberly Stachenfeld, Matthew Botvinick et al. Nature Neuroscience
  18. Dorsal anterior cingulate cortex and the value of control (2016)
    Amitai Shenhav, Jonathan D. Cohen et al. Nature Neuroscience
  19. Reinforcement Learning, Fast and Slow (2019)
    Matthew Botvinick, Jane X. Wang et al. Trends in Cognitive Sciences
  20. Prefrontal cortex as a meta-reinforcement learning system (2018)
    Jane X. Wang, Zeb Kurth‐Nelson et al. Nature Neuroscience
  21. A distributional code for value in dopamine-based reinforcement learning (2020)
    Will Dabney, Zeb Kurth‐Nelson et al. Nature

Immediate Impact

14 by Nobel laureates 39 from Science/Nature 111 standout
Sub-graph 1 of 20

Citing Papers

Toroidal topology of population activity in grid cells
2022 StandoutNatureNobel
The neural architecture of language: Integrative modeling converges on predictive processing
2021 Standout
11 intermediate papers

Works of Matthew Botvinick being referenced

Toward a universal decoder of linguistic meaning from brain activation
2018
Multilevel structure in behaviour and in the brain: a model of Fuster's hierarchy
2007
and 8 more

Author Peers

Author Last Decade Papers Cites
Matthew Botvinick 25298 2973 2727 6048 3905 130 33.0k
Todd S. Braver 29137 811 2366 8965 3347 200 35.5k
Eric‐Jan Wagenmakers 13736 2909 2946 6117 3669 308 30.5k
Emanuel Donchin 35756 1227 1286 7362 4701 205 40.6k
Gordon D. Logan 24647 1226 1991 6835 3741 285 33.6k
Russell A. Poldrack 36058 1371 1534 7861 4472 305 47.4k
John P. O’Doherty 26583 735 3359 7731 6367 179 37.0k
Nathaniel D. Daw 15041 1438 1888 3692 1896 164 20.5k
Michael Coles 26556 454 1926 6178 3881 140 30.5k
John Jonides 24831 1057 652 9683 4297 215 37.8k
Peter Dayan 31101 6549 3204 6791 3769 424 50.1k

All Works

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2026