Botvinick, Matthew

Conflict monitoring and cognitive control

Botvinick, M. M., Braver, T. S., Barch, D. M., Carter, C. S., & Cohen, J. D. (2001) · Psychological Review

Neural and Behavioral Psychology StudiesNeurobiology of Language and Bilingualism

Cited by 7,351

Rubber hands ‘feel’ touch that eyes see

Botvinick, M., & Cohen, J. (1998) · Nature

Virtual Reality Applications and ImpactsTactile and Sensory Interactions

Cited by 4,410

Conflict monitoring and anterior cingulate cortex: an update

Botvinick, M. M., Cohen, J. D., & Carter, C. S. (2004) · Trends in Cognitive Sciences

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 3,623

Anterior Cingulate Cortex, Error Detection, and the Online Monitoring of Performance

Carter, C. S., Braver, T. S., Barch, D. M., Botvinick, M. M., Noll, D., & Cohen, J. D. (1998) · Science

Neural and Behavioral Psychology StudiesNeurobiology of Language and Bilingualism

Cited by 3,273

The expected value of control: an integrative theory of anterior cingulate cortex function

Shenhav, A., Botvinick, M. M., & Cohen, J. D. (2013) · Neuron

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 2,321

Conflict monitoring versus selection-for-action in anterior cingulate cortex

Botvinick, M., Nystrom, L. E., Fissell, K., Carter, C. S., & Cohen, J. D. (1999) · Nature

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 2,044

The neural basis of error detection: Conflict monitoring and the error-related negativity

Yeung, N., Botvinick, M. M., & Cohen, J. D. (2004) · Psychological Review

Neural and Behavioral Psychology StudiesNeurobiology of Language and Bilingualism

Cited by 1,924

Machine learning classifiers and fMRI: A tutorial overview

Pereira, F., Mitchell, T., & Botvinick, M. (2009) · NeuroImage

Functional Brain Connectivity StudiesEEG and Brain-Computer Interfaces

Cited by 1,624

Neuroscience-Inspired Artificial Intelligence

Hassabis, D., Kumaran, D., Summerfield, C., & Botvinick, M. (2017) · Neuron

Neural Networks and ApplicationsCognitive Computing and Networks

Cited by 1,557

Decision making and the avoidance of cognitive demand

Kool, W., McGuire, J. T., Rosen, Z. B., & Botvinick, M. M. (2010) · Journal of Experimental Psychology: General

Decision-Making and Behavioral EconomicsNeural and Behavioral Psychology Studies

Cited by 1,141

Conflict monitoring and decision making: Reconciling two perspectives on anterior cingulate function

BOTVINICK, M. M. (2007) · Cognitive, Affective, & Behavioral Neuroscience

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 1,117

Toward a rational and mechanistic account of mental effort

Shenhav, A., Musslick, S., Lieder, F., Kool, W., Griffiths, T. L., Cohen, J. D., & Botvinick, M. M. (2017) · Annual Review of Neuroscience

Neural and Behavioral Psychology StudiesBehavioral Health and Interventions

Cited by 1,077

The hippocampus as a predictive map

Stachenfeld, K. L., Botvinick, M. M., & Gershman, S. J. (2017) · Nature Neuroscience

Memory and Neural MechanismsSpatial Cognition and Navigation

Cited by 1,000

Motivation and cognitive control: from behavior to neural mechanism

Botvinick, M., & Braver, T. (2015) · Annual Review of Psychology

Neural and Behavioral Psychology StudiesBehavioral Health and Interventions

Cited by 909

Reinforcement learning, fast and slow

Botvinick, M., Ritter, S., Wang, J. X., Kurth-Nelson, Z., Blundell, C., & Hassabis, D. (2019) · Trends in Cognitive Sciences

Reinforcement Learning in RoboticsNeural and Behavioral Psychology Studies

Cited by 667

Anterior cingulate cortex, conflict monitoring, and levels of processing

van Veen, V., Cohen, J. D., Botvinick, M. M., Stenger, V. A., & Carter, C. S. (2001) · NeuroImage

Neural and Behavioral Psychology StudiesNeurobiology of Language and Bilingualism

Cited by 656

Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective

Botvinick, M. M., Niv, Y., & Barto, A. G. (2009) · Cognition

Neural and Behavioral Psychology StudiesReinforcement Learning in Robotics

Cited by 646

Prefrontal cortex as a meta-reinforcement learning system

Wang, J. X., Kurth-Nelson, Z., Kumaran, D., Tirumala, D., Soyer, H., Leibo, J. Z., Hassabis, D., & Botvinick, M. (2018) · Nature Neuroscience

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 596

Neural representations of events arise from temporal community structure

Schapiro, A. C., Rogers, T. T., Cordova, N. I., Turk-Browne, N. B., & Botvinick, M. M. (2013) · Nature Neuroscience

Memory and Neural MechanismsNeurobiology of Language and Bilingualism

Cited by 556

Hierarchical models of behavior and prefrontal function

Botvinick, M. M. (2008) · Trends in Cognitive Sciences

Neural and Behavioral Psychology StudiesCognitive Science and Education Research

Cited by 532

Us versus them: social identity shapes neural responses to intergroup competition and harm

Cikara, M., Botvinick, M. M., & Fiske, S. T. (2011) · Psychological Science

Social and Intergroup PsychologyDeath Anxiety and Social Exclusion

Cited by 494

Toward a universal decoder of linguistic meaning from brain activation

Pereira, F., Lou, B., Pritchett, B., Ritter, S., Gershman, S. J., Kanwisher, N., Botvinick, M., & Fedorenko, E. (2018) · Nature Communications

Neurobiology of Language and BilingualismReading and Literacy Development

Cited by 324

On the importance of single directions for generalization

Morcos, A. S., Barrett, D. G. T., Rabinowitz, N. C., & Botvinick, M. (2018) · arXiv

Neural Networks and ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 305

Mental labour

Kool, W., & Botvinick, M. (2018) · Nature Human Behaviour

Decision-Making and Behavioral EconomicsNeural and Behavioral Psychology Studies

Cited by 288