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Matthew M. Botvinick - Publications

Affiliations: 
Princeton University, Princeton, NJ 
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Year Citation  Score
2022 Miller KJ, Botvinick MM, Brody CD. Value representations in the rodent orbitofrontal cortex drive learning, not choice. Elife. 11. PMID 35975792 DOI: 10.7554/eLife.64575  0.746
2022 Langdon A, Botvinick M, Nakahara H, Tanaka K, Matsumoto M, Kanai R. Meta-learning, social cognition and consciousness in brains and machines. Neural Networks : the Official Journal of the International Neural Network Society. 145: 80-89. PMID 34735893 DOI: 10.1016/j.neunet.2021.10.004  0.31
2021 Botvinick M, An J. Goal-directed decision making in prefrontal cortex: A computational framework. Advances in Neural Information Processing Systems. 21: 169-176. PMID 25258502  0.352
2020 Botvinick M, Wang JX, Dabney W, Miller KJ, Kurth-Nelson Z. Deep Reinforcement Learning and Its Neuroscientific Implications. Neuron. PMID 32663439 DOI: 10.1016/J.Neuron.2020.06.014  0.586
2020 Dabney W, Kurth-Nelson Z, Uchida N, Starkweather CK, Hassabis D, Munos R, Botvinick M. A distributional code for value in dopamine-based reinforcement learning. Nature. 577: 671-675. PMID 31942076 DOI: 10.1038/S41586-019-1924-6  0.407
2019 Merel J, Botvinick M, Wayne G. Hierarchical motor control in mammals and machines. Nature Communications. 10: 5489. PMID 31792198 DOI: 10.1038/s41467-019-13239-6  0.324
2019 Santoro A, Hill F, Barrett D, Raposo D, Botvinick M, Lillicrap T. Is coding a relevant metaphor for building AI? The Behavioral and Brain Sciences. 42: e240. PMID 31775918 DOI: 10.1017/S0140525X19001365  0.322
2019 Smith EH, Horga G, Yates MJ, Mikell CB, Banks GP, Pathak YJ, Schevon CA, McKhann GM, Hayden BY, Botvinick MM, Sheth SA. Widespread temporal coding of cognitive control in the human prefrontal cortex. Nature Neuroscience. PMID 31570859 DOI: 10.1038/S41593-019-0494-0  0.403
2019 Botvinick M, Ritter S, Wang JX, Kurth-Nelson Z, Blundell C, Hassabis D. Reinforcement Learning, Fast and Slow. Trends in Cognitive Sciences. PMID 31003893 DOI: 10.1016/J.Tics.2019.02.006  0.388
2019 Botvinick MM, Gershman SJ. Editorial overview: Artificial intelligence Current Opinion in Behavioral Sciences. 29: iii-iv. DOI: 10.1016/j.cobeha.2019.07.006  0.564
2018 Kool W, Botvinick M. Mental labour. Nature Human Behaviour. 2: 899-908. PMID 30988433 DOI: 10.1038/s41562-018-0401-9  0.63
2018 Ribas-Fernandes JJF, Shahnazian D, Holroyd CB, Botvinick MM. Subgoal- and Goal-related Reward Prediction Errors in Medial Prefrontal Cortex. Journal of Cognitive Neuroscience. 1-16. PMID 30240308 DOI: 10.1162/jocn_a_01341  0.445
2018 Miller KJ, Botvinick MM, Brody CD. Author Correction: Dorsal hippocampus contributes to model-based planning. Nature Neuroscience. 21: 1015. PMID 29977026 DOI: 10.1038/S41593-017-0026-8  0.68
2018 Shenhav A, Straccia MA, Musslick S, Cohen JD, Botvinick MM. Dissociable neural mechanisms track evidence accumulation for selection of attention versus action. Nature Communications. 9: 2485. PMID 29950596 DOI: 10.1038/S41467-018-04841-1  0.794
2018 Eslami SMA, Jimenez Rezende D, Besse F, Viola F, Morcos AS, Garnelo M, Ruderman A, Rusu AA, Danihelka I, Gregor K, Reichert DP, Buesing L, Weber T, Vinyals O, Rosenbaum D, ... ... Botvinick M, et al. Neural scene representation and rendering. Science (New York, N.Y.). 360: 1204-1210. PMID 29903970 DOI: 10.1126/Science.Aar6170  0.392
2018 Wang JX, Kurth-Nelson Z, Kumaran D, Tirumala D, Soyer H, Leibo JZ, Hassabis D, Botvinick M. Prefrontal cortex as a meta-reinforcement learning system. Nature Neuroscience. PMID 29760527 DOI: 10.1038/S41593-018-0147-8  0.413
2018 Stachenfeld KL, Botvinick MM, Gershman SJ. Author Correction: The hippocampus as a predictive map. Nature Neuroscience. PMID 29695823 DOI: 10.1038/s41593-018-0133-1  0.544
2018 Pereira F, Lou B, Pritchett B, Ritter S, Gershman SJ, Kanwisher N, Botvinick M, Fedorenko E. Toward a universal decoder of linguistic meaning from brain activation. Nature Communications. 9: 963. PMID 29511192 DOI: 10.1038/S41467-018-03068-4  0.657
2017 Momennejad I, Russek EM, Cheong JH, Botvinick MM, Daw ND, Gershman SJ. The successor representation in human reinforcement learning. Nature Human Behaviour. 1: 680-692. PMID 31024137 DOI: 10.1038/S41562-017-0180-8  0.792
2017 Botvinick M, Barrett DGT, Battaglia P, de Freitas N, Kumaran D, Leibo JZ, Lillicrap T, Modayil J, Mohamed S, Rabinowitz NC, Rezende DJ, Santoro A, Schaul T, Summerfield C, Wayne G, et al. Building machines that learn and think for themselves. The Behavioral and Brain Sciences. 40: e255. PMID 29342685 DOI: 10.1017/S0140525X17000048  0.351
2017 Stachenfeld KL, Botvinick MM, Gershman SJ. The hippocampus as a predictive map. Nature Neuroscience. PMID 28967910 DOI: 10.1038/nn.4650  0.618
2017 Russek EM, Momennejad I, Botvinick MM, Gershman SJ, Daw ND. Predictive representations can link model-based reinforcement learning to model-free mechanisms. Plos Computational Biology. 13: e1005768. PMID 28945743 DOI: 10.1371/Journal.Pcbi.1005768  0.798
2017 Miller KJ, Botvinick MM, Brody CD. Dorsal hippocampus contributes to model-based planning. Nature Neuroscience. PMID 28758995 DOI: 10.1038/Nn.4613  0.708
2017 Shenhav A, Musslick S, Lieder F, Kool W, Griffiths TL, Cohen JD, Botvinick MM. Toward a Rational and Mechanistic Account of Mental Effort. Annual Review of Neuroscience. PMID 28375769 DOI: 10.1146/Annurev-Neuro-072116-031526  0.764
2017 Schapiro AC, Turk-Browne NB, Botvinick MM, Norman KA. Complementary learning systems within the hippocampus: a neural network modelling approach to reconciling episodic memory with statistical learning. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 372. PMID 27872368 DOI: 10.1098/Rstb.2016.0049  0.796
2016 Pereira F, Gershman S, Ritter S, Botvinick M. A comparative evaluation of off-the-shelf distributed semantic representations for modelling behavioural data. Cognitive Neuropsychology. 33: 175-90. PMID 27686110 DOI: 10.1080/02643294.2016.1176907  0.679
2016 Shenhav A, Cohen JD, Botvinick MM. Dorsal anterior cingulate cortex and the value of control. Nature Neuroscience. 19: 1286-91. PMID 27669989 DOI: 10.1038/nn.4384  0.802
2016 Shenhav A, Straccia MA, Botvinick MM, Cohen JD. Dorsal anterior cingulate and ventromedial prefrontal cortex have inverse roles in both foraging and economic choice. Cognitive, Affective & Behavioral Neuroscience. PMID 27580609 DOI: 10.3758/s13415-016-0458-8  0.808
2016 Culbreth AJ, Westbrook A, Daw ND, Botvinick M, Barch DM. Reduced Model-Based Decision-Making in Schizophrenia. Journal of Abnormal Psychology. PMID 27175984 DOI: 10.1037/Abn0000164  0.69
2016 Wager TD, Atlas LY, Botvinick MM, Chang LJ, Coghill RC, Davis KD, Iannetti GD, Poldrack RA, Shackman AJ, Yarkoni T. Pain in the ACC? Proceedings of the National Academy of Sciences of the United States of America. PMID 27095849 DOI: 10.1073/Pnas.1600282113  0.508
2016 Oud B, Krajbich I, Miller K, Cheong JH, Botvinick M, Fehr E. Irrational time allocation in decision-making. Proceedings. Biological Sciences / the Royal Society. 283. PMID 26763695 DOI: 10.1098/Rspb.2015.1439  0.676
2015 Schapiro AC, Turk-Browne NB, Norman KA, Botvinick MM. Statistical learning of temporal community structure in the hippocampus. Hippocampus. PMID 26332666 DOI: 10.1002/Hipo.22523  0.783
2015 Solway A, Botvinick MM. Evidence integration in model-based tree search. Proceedings of the National Academy of Sciences of the United States of America. 112: 11708-13. PMID 26324932 DOI: 10.1073/Pnas.1505483112  0.767
2015 Shenhav A, Botvinick M. Uncovering a missing link in anterior cingulate research. Neuron. 85: 455-7. PMID 25654252 DOI: 10.1016/j.neuron.2015.01.020  0.768
2015 Gold JM, Kool W, Botvinick MM, Hubzin L, August S, Waltz JA. Cognitive effort avoidance and detection in people with schizophrenia. Cognitive, Affective & Behavioral Neuroscience. 15: 145-54. PMID 24957405 DOI: 10.3758/S13415-014-0308-5  0.667
2015 Botvinick M, Weinstein A, Solway A, Barto A. Reinforcement learning, efficient coding, and the statistics of natural tasks Current Opinion in Behavioral Sciences. 5: 71-77. DOI: 10.1016/J.Cobeha.2015.08.009  0.776
2014 Botvinick M, Weinstein A. Model-based hierarchical reinforcement learning and human action control. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 369. PMID 25267822 DOI: 10.1098/rstb.2013.0480  0.439
2014 Botvinick M, Braver T. Motivation and cognitive control: from behavior to neural mechanism. Annual Review of Psychology. 66: 83-113. PMID 25251491 DOI: 10.1146/annurev-psych-010814-015044  0.612
2014 Solway A, Diuk C, Córdova N, Yee D, Barto AG, Niv Y, Botvinick MM. Optimal behavioral hierarchy. Plos Computational Biology. 10: e1003779. PMID 25122479 DOI: 10.1371/Journal.Pcbi.1003779  0.79
2014 Botvinick MM, Cohen JD. The computational and neural basis of cognitive control: charted territory and new frontiers. Cognitive Science. 38: 1249-85. PMID 25079472 DOI: 10.1111/cogs.12126  0.601
2014 Shenhav A, Straccia MA, Cohen JD, Botvinick MM. Anterior cingulate engagement in a foraging context reflects choice difficulty, not foraging value. Nature Neuroscience. 17: 1249-54. PMID 25064851 DOI: 10.1038/nn.3771  0.807
2014 Braver TS, Krug MK, Chiew KS, Kool W, Westbrook JA, Clement NJ, Adcock RA, Barch DM, Botvinick MM, Carver CS, Cools R, Custers R, Dickinson A, Dweck CS, Fishbach A, et al. Mechanisms of motivation-cognition interaction: challenges and opportunities. Cognitive, Affective & Behavioral Neuroscience. 14: 443-72. PMID 24920442 DOI: 10.3758/S13415-014-0300-0  0.763
2014 Kool W, Botvinick M. A labor/leisure tradeoff in cognitive control. Journal of Experimental Psychology. General. 143: 131-41. PMID 23230991 DOI: 10.1037/A0031048  0.687
2014 Diuk C, Schapiro A, Córdova N, Ribas-Fernandes J, Niv Y, Botvinick M. Divide and conquer: Hierarchical reinforcement learning and task decomposition in humans Computational and Robotic Models of the Hierarchical Organization of Behavior. 271-291. DOI: 10.1007/978-3-642-39875-9_12  0.769
2014 Stachenfeld KL, Botvinick MM, Gershman SJ. Design principles of the hippocampal cognitive map Advances in Neural Information Processing Systems. 3: 2528-2536.  0.507
2013 Kool W, Botvinick M. The intrinsic cost of cognitive control. The Behavioral and Brain Sciences. 36: 697-8; discussion 70. PMID 24304795 DOI: 10.1017/S0140525X1300109X  0.654
2013 Kool W, McGuire JT, Wang GJ, Botvinick MM. Neural and behavioral evidence for an intrinsic cost of self-control. Plos One. 8: e72626. PMID 24013455 DOI: 10.1371/Journal.Pone.0072626  0.755
2013 Shenhav A, Botvinick MM, Cohen JD. The expected value of control: an integrative theory of anterior cingulate cortex function. Neuron. 79: 217-40. PMID 23889930 DOI: 10.1016/j.neuron.2013.07.007  0.8
2013 Brunton BW, Botvinick MM, Brody CD. Rats and humans can optimally accumulate evidence for decision-making. Science (New York, N.Y.). 340: 95-8. PMID 23559254 DOI: 10.1126/Science.1233912  0.647
2013 Diuk C, Tsai K, Wallis J, Botvinick M, Niv Y. Hierarchical learning induces two simultaneous, but separable, prediction errors in human basal ganglia. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 5797-805. PMID 23536092 DOI: 10.1523/Jneurosci.5445-12.2013  0.562
2013 Shenhav A, Botvinick MM. Motivated action: new light on prefrontal-neuromodulatory circuits. Current Biology : Cb. 23: R161-3. PMID 23428329 DOI: 10.1016/j.cub.2012.12.028  0.768
2013 Schapiro AC, Rogers TT, Cordova NI, Turk-Browne NB, Botvinick MM. Neural representations of events arise from temporal community structure. Nature Neuroscience. 16: 486-92. PMID 23416451 DOI: 10.1038/Nn.3331  0.798
2013 Kool W, Getz SJ, Botvinick MM. Neural representation of reward probability: evidence from the illusion of control. Journal of Cognitive Neuroscience. 25: 852-61. PMID 23410034 DOI: 10.1162/Jocn_A_00369  0.807
2013 Pereira F, Botvinick M, Detre G. Using Wikipedia to learn semantic feature representations of concrete concepts in neuroimaging experiments. Artificial Intelligence. 194: 240-252. PMID 23243317 DOI: 10.1016/J.Artint.2012.06.005  0.57
2013 Pereira F, Botvinick M. Simitar: Simplified searching of statistically significant similarity structure Proceedings - 2013 3rd International Workshop On Pattern Recognition in Neuroimaging, Prni 2013. 1-4. DOI: 10.1109/PRNI.2013.10  0.398
2012 Allen K, Pereira F, Botvinick M, Goldberg AE. Distinguishing grammatical constructions with fMRI pattern analysis. Brain and Language. 123: 174-82. PMID 23010489 DOI: 10.1016/J.Bandl.2012.08.005  0.659
2012 Botvinick M, Toussaint M. Planning as inference Trends in Cognitive Sciences. 16: 485-488. PMID 22940577 DOI: 10.1016/j.tics.2012.08.006  0.332
2012 Botvinick MM. Hierarchical reinforcement learning and decision making. Current Opinion in Neurobiology. 22: 956-62. PMID 22695048 DOI: 10.1016/j.conb.2012.05.008  0.434
2012 Solway A, Botvinick MM. Goal-directed decision making as probabilistic inference: a computational framework and potential neural correlates. Psychological Review. 119: 120-54. PMID 22229491 DOI: 10.1037/A0026435  0.788
2012 Pereira F, Botvinick M. A systematic approach to extracting semantic information from functional MRI data Advances in Neural Information Processing Systems. 3: 2267-2275.  0.393
2011 Pereira F, Detre G, Botvinick M. Generating text from functional brain images. Frontiers in Human Neuroscience. 5: 72. PMID 21927602 DOI: 10.3389/fnhum.2011.00072  0.51
2011 Ribas-Fernandes JJ, Solway A, Diuk C, McGuire JT, Barto AG, Niv Y, Botvinick MM. A neural signature of hierarchical reinforcement learning. Neuron. 71: 370-9. PMID 21791294 DOI: 10.1016/J.Neuron.2011.05.042  0.782
2011 Yeung N, Cohen JD, Botvinick MM. Errors of interpretation and modeling: a reply to Grinband et al. Neuroimage. 57: 316-9. PMID 21530662 DOI: 10.1016/J.Neuroimage.2011.04.029  0.705
2011 Cikara M, Botvinick MM, Fiske ST. Us versus them: social identity shapes neural responses to intergroup competition and harm. Psychological Science. 22: 306-13. PMID 21270447 DOI: 10.1177/0956797610397667  0.317
2011 Pereira F, Botvinick M. Information mapping with pattern classifiers: A comparative study Neuroimage. 56: 476-496. PMID 20488249 DOI: 10.1016/J.Neuroimage.2010.05.026  0.482
2011 Pereira F, Botvinick M. Classification of functional magnetic resonance imaging data using informative pattern features Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 940-946. DOI: 10.1145/2020408.2020563  0.391
2011 Pereira F, Detre G, Botvinick M. Generating descriptive text from functional brain images Nature Precedings. DOI: 10.1038/Npre.2011.5666.1  0.552
2011 Botvinick MM, Niv Y, Barto AG. Hierarchically organised behaviour and its neural foundations: A reinforcement-learning perspective Modelling Natural Action Selection. 264-299. DOI: 10.1017/CBO9780511731525.017  0.488
2010 Allen K, Ibara S, Seymour A, Cordova N, Botvinick M. Abstract Structural Representations of Goal-directed Behavior Psychological Science. 21: 1518-1524. PMID 20855906 DOI: 10.1177/0956797610383434  0.586
2010 Kool W, McGuire JT, Rosen ZB, Botvinick MM. Decision making and the avoidance of cognitive demand. Journal of Experimental Psychology. General. 139: 665-82. PMID 20853993 DOI: 10.1037/A0020198  0.803
2010 Cole MW, Yeung N, Freiwald WA, Botvinick M. Conflict over cingulate cortex: Between-species differences in cingulate may support enhanced cognitive flexibility in humans. Brain, Behavior and Evolution. 75: 239-40. PMID 20693782 DOI: 10.1159/000313860  0.605
2010 McClelland JL, Botvinick MM, Noelle DC, Plaut DC, Rogers TT, Seidenberg MS, Smith LB. Letting structure emerge: connectionist and dynamical systems approaches to cognition. Trends in Cognitive Sciences. 14: 348-56. PMID 20598626 DOI: 10.1016/j.tics.2010.06.002  0.761
2010 McGuire JT, Botvinick MM. Prefrontal cortex, cognitive control, and the registration of decision costs. Proceedings of the National Academy of Sciences of the United States of America. 107: 7922-6. PMID 20385798 DOI: 10.1073/Pnas.0910662107  0.704
2010 Wellenreuther M, Brock M, Montgomery J, Clements KD, Santangelo N, Bass AH, Barreiro-Iglesias A, Anadón R, Rodicio MC, Presley GM, Lonergan W, Chu J, Pettigrew JD, Bhagwandin A, Haagensen M, ... ... Botvinick M, et al. Contents Vol. 75, 2010 Brain Behavior and Evolution. 75. DOI: 10.1159/000319921  0.502
2010 Wellenreuther M, Brock M, Montgomery J, Clements KD, Santangelo N, Bass AH, Barreiro-Iglesias A, Anadón R, Rodicio MC, Presley GM, Lonergan W, Chu J, Pettigrew JD, Bhagwandin A, Haagensen M, ... ... Botvinick M, et al. Subject Index Vol. 75, 2010 Brain Behavior and Evolution. 75: 318-318. DOI: 10.1159/000319920  0.517
2010 Wellenreuther M, Brock M, Montgomery J, Clements KD, Santangelo N, Bass AH, Barreiro-Iglesias A, Anadón R, Rodicio MC, Presley GM, Lonergan W, Chu J, Pettigrew JD, Bhagwandin A, Haagensen M, ... ... Botvinick M, et al. The 30th Annual Meeting of the J.B. Johnston Club and the 22nd Annual Karger Workshop Brain Behavior and Evolution. 75: 184-192. DOI: 10.1159/000318756  0.501
2009 Botvinick MM, Plaut DC. Postscript: winnowing out some take-home points. Psychological Review. 116: 1001-2. PMID 19839697 DOI: 10.1037/0033-295X.116.4.1001  0.523
2009 Botvinick MM, Plaut DC. Empirical and computational support for context-dependent representations of serial order: reply to Bowers, Damian, and Davis (2009). Psychological Review. 116: 998-1002. PMID 19839696 DOI: 10.1037/a0017113  0.582
2009 Cole MW, Yeung N, Freiwald WA, Botvinick M. Cingulate cortex: diverging data from humans and monkeys. Trends in Neurosciences. 32: 566-74. PMID 19781794 DOI: 10.1016/J.Tins.2009.07.001  0.609
2009 Botvinick MM, Wang J, Cowan E, Roy S, Bastianen C, Patrick Mayo J, Houk JC. An analysis of immediate serial recall performance in a macaque. Animal Cognition. 12: 671-8. PMID 19462189 DOI: 10.1007/S10071-009-0226-Z  0.344
2009 Botvinick MM, Huffstetler S, McGuire JT. Effort discounting in human nucleus accumbens. Cognitive, Affective & Behavioral Neuroscience. 9: 16-27. PMID 19246324 DOI: 10.3758/Cabn.9.1.16  0.708
2009 Botvinick MM, Buxbaum LJ, Bylsma LM, Jax SA. Toward an integrated account of object and action selection: a computational analysis and empirical findings from reaching-to-grasp and tool-use. Neuropsychologia. 47: 671-83. PMID 19100758 DOI: 10.1016/J.Neuropsychologia.2008.11.024  0.623
2009 Pereira F, Mitchell T, Botvinick M. Machine learning classifiers and fMRI: a tutorial overview. Neuroimage. 45: S199-209. PMID 19070668 DOI: 10.1016/J.Neuroimage.2008.11.007  0.673
2009 Botvinick MM, Rosen ZB. Anticipation of cognitive demand during decision-making. Psychological Research. 73: 835-42. PMID 19023592 DOI: 10.1007/s00426-008-0197-8  0.793
2009 Botvinick MM, Niv Y, Barto AC. Hierarchically organized behavior and its neural foundations: a reinforcement learning perspective. Cognition. 113: 262-80. PMID 18926527 DOI: 10.1016/j.cognition.2008.08.011  0.597
2008 Botvinick MM. Hierarchical models of behavior and prefrontal function. Trends in Cognitive Sciences. 12: 201-8. PMID 18420448 DOI: 10.1016/j.tics.2008.02.009  0.407
2007 Botvinick MM. Conflict monitoring and decision making: reconciling two perspectives on anterior cingulate function. Cognitive, Affective & Behavioral Neuroscience. 7: 356-66. PMID 18189009 DOI: 10.3758/CABN.7.4.356  0.463
2007 Botvinick M, Watanabe T. From numerosity to ordinal rank: A gain-field model of serial order representation in cortical working memory Journal of Neuroscience. 27: 8636-8642. PMID 17687041 DOI: 10.1523/JNEUROSCI.2110-07.2007  0.328
2007 Botvinick MM. Multilevel structure in behaviour and in the brain: a model of Fuster's hierarchy. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 362: 1615-26. PMID 17428777 DOI: 10.1098/rstb.2007.2056  0.39
2007 Nieuwenhuis S, Schweizer TS, Mars RB, Botvinick MM, Hajcak G. Error-likelihood prediction in the medial frontal cortex: a critical evaluation. Cerebral Cortex (New York, N.Y. : 1991). 17: 1570-81. PMID 16956979 DOI: 10.1093/Cercor/Bhl068  0.412
2006 Thompson-Schill SL, Botvinick MM. Resolving conflict: a response to Martin and Cheng (2006). Psychonomic Bulletin & Review. 13: 402-8; discussion 40. PMID 17048722 DOI: 10.3758/Bf03193860  0.366
2006 Botvinick MM, Plaut DC. Short-term memory for serial order: a recurrent neural network model. Psychological Review. 113: 201-33. PMID 16637760 DOI: 10.1037/0033-295X.113.2.201  0.607
2006 Botvinick MM, Plaut DC. Postscript: The way forward: Comment Psychological Review. 113: 928. DOI: 10.1037/0033-295X.113.4.928  0.56
2006 Botvinick MM, Plaut DC. Such stuff as habits are made on: A reply to Cooper and Shallice (2006) Psychological Review. 113: 917-927. DOI: 10.1037/0033-295X.113.4.917  0.555
2005 Botvinick MM, Bylsma LM. Distraction and action slips in an everyday task: evidence for a dynamic representation of task context. Psychonomic Bulletin & Review. 12: 1011-7. PMID 16615321 DOI: 10.3758/Bf03206436  0.421
2005 Ullsperger M, Bylsma LM, Botvinick MM. The conflict adaptation effect: it's not just priming. Cognitive, Affective & Behavioral Neuroscience. 5: 467-72. PMID 16541815 DOI: 10.3758/Cabn.5.4.467  0.335
2004 Botvinick MM, Cohen JD, Carter CS. Conflict monitoring and anterior cingulate cortex: an update. Trends in Cognitive Sciences. 8: 539-46. PMID 15556023 DOI: 10.1016/j.tics.2004.10.003  0.627
2004 Yeung N, Botvinick MM, Cohen JD. The neural basis of error detection: conflict monitoring and the error-related negativity. Psychological Review. 111: 931-59. PMID 15482068 DOI: 10.1037/0033-295X.111.4.931  0.701
2004 Botvinick M, Plaut DC. Doing without schema hierarchies: a recurrent connectionist approach to normal and impaired routine sequential action. Psychological Review. 111: 395-429. PMID 15065915 DOI: 10.1037/0033-295X.111.2.395  0.671
2002 Botvinick M, Plaut DC. Representing task context: proposals based on a connectionist model of action. Psychological Research. 66: 298-311. PMID 12466927 DOI: 10.1007/s00426-002-0103-8  0.666
2001 van Veen V, Cohen JD, Botvinick MM, Stenger VA, Carter CS. Anterior cingulate cortex, conflict monitoring, and levels of processing. Neuroimage. 14: 1302-8. PMID 11707086 DOI: 10.1006/Nimg.2001.0923  0.59
2001 Botvinick MM, Braver TS, Barch DM, Carter CS, Cohen JD. Conflict monitoring and cognitive control. Psychological Review. 108: 624-52. PMID 11488380 DOI: 10.1037//0033-295X.108.3.624  0.75
2001 Carter C, Van Veen V, Botvinick M, Cohen J, Andrew Stenger V. Conflict and the evaluative functions of the anterior cingulate: Converging evidence from event-related fMRI and high density ERP Neuroimage. 13: 305. DOI: 10.1016/S1053-8119(01)91648-9  0.549
2000 Cohen JD, Botvinick M, Carter CS. Anterior cingulate and prefrontal cortex: who's in control? Nature Neuroscience. 3: 421-3. PMID 10769376 DOI: 10.1038/74783  0.605
2000 Carter CS, Macdonald AM, Botvinick M, Ross LL, Stenger VA, Noll D, Cohen JD. Parsing executive processes: strategic vs. evaluative functions of the anterior cingulate cortex. Proceedings of the National Academy of Sciences of the United States of America. 97: 1944-8. PMID 10677559 DOI: 10.1073/Pnas.97.4.1944  0.608
2000 Carter C, MacDonald A, Botvinick M, Stenger V, Cohen J. 346. Parsing executive processes: control vs evaluation in the frontal cortex Biological Psychiatry. 47: S104. DOI: 10.1016/S0006-3223(00)00610-7  0.555
1999 Botvinick M, Nystrom LE, Fissell K, Carter CS, Cohen JD. Conflict monitoring versus selection-for-action in anterior cingulate cortex. Nature. 402: 179-81. PMID 10647008 DOI: 10.1038/46035  0.772
1999 Carter CS, Botvinick MM, Cohen JD. The contribution of the anterior cingulate cortex to executive processes in cognition. Reviews in the Neurosciences. 10: 49-57. PMID 10356991 DOI: 10.1515/Revneuro.1999.10.1.49  0.625
1998 Carter CS, Braver TS, Barch DM, Botvinick MM, Noll D, Cohen JD. Anterior cingulate cortex, error detection, and the online monitoring of performance. Science (New York, N.Y.). 280: 747-9. PMID 9563953 DOI: 10.1126/Science.280.5364.747  0.72
1998 Botvinick M, Cohen J. Rubber hands 'feel' touch that eyes see [8] Nature. 391: 756. PMID 9486643 DOI: 10.1038/35784  0.52
1998 Carter C, Braver T, Barch D, Botvinick M, Sanders A, Noll D, Cohen J. ANTERIOR CINGULATE CORTEX, ERROR DETECTION AND PERFORMANCE MONITORING: AN EVENT RELATED fMRI STUDY Neuroimage. 7: S110. DOI: 10.1016/S1053-8119(18)30943-1  0.712
1998 Carter C, Braver T, Barch D, Botvinick M, Noll D, Cohen J. 43. The role of the anterior cingulate cortex in error detection and the on-line monitoring of performance: An event related fMRI study Biological Psychiatry. 43: S13. DOI: 10.1016/S0006-3223(98)90491-7  0.712
Low-probability matches (unlikely to be authored by this person)
2005 Botvinick MM. Effects of domain-specific knowledge on memory for serial order. Cognition. 97: 135-51. PMID 16226560 DOI: 10.1016/j.cognition.2004.09.007  0.299
2012 Botvinick M. Commentary: Why I Am Not a Dynamicist Topics in Cognitive Science. 4: 78-83. PMID 22253180 DOI: 10.1111/j.1756-8765.2011.01170.x  0.295
2017 Hassabis D, Kumaran D, Summerfield C, Botvinick M. Neuroscience-Inspired Artificial Intelligence. Neuron. 95: 245-258. PMID 28728020 DOI: 10.1016/j.neuron.2017.06.011  0.295
2023 Binz M, Dasgupta I, Jagadish AK, Botvinick M, Wang JX, Schulz E. Meta-Learned Models of Cognition. The Behavioral and Brain Sciences. 1-38. PMID 37994495 DOI: 10.1017/S0140525X23003266  0.294
2005 Botvinick M, Bylsma LM. Regularization in short-term memory for serial order Journal of Experimental Psychology: Learning Memory and Cognition. 31: 351-358. PMID 15755251 DOI: 10.1037/0278-7393.31.2.351  0.284
2023 Herman AB, Smith EH, Schevon CA, Yates MJ, McKhann GM, Botvinick M, Hayden BY, Sheth SA. Pretrial predictors of conflict response efficacy in the human prefrontal cortex. Iscience. 26: 108047. PMID 37867949 DOI: 10.1016/j.isci.2023.108047  0.263
2022 McNamee DC, Stachenfeld KL, Botvinick MM, Gershman SJ. Compositional Sequence Generation in the Entorhinal-Hippocampal System. Entropy (Basel, Switzerland). 24. PMID 36554196 DOI: 10.3390/e24121791  0.257
2009 Botvinick M, An J. Goal-directed decision making in prefrontal cortex: A computational framework Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 169-176.  0.247
2004 Botvinick M. Probing the neural basis of body ownership Science. 305: 782-783. PMID 15297651 DOI: 10.1126/science.1101836  0.244
2005 Botvinick M, Jha AP, Bylsma LM, Fabian SA, Solomon PE, Prkachin KM. Viewing facial expressions of pain engages cortical areas involved in the direct experience of pain. Neuroimage. 25: 312-9. PMID 15734365 DOI: 10.1016/J.Neuroimage.2004.11.043  0.24
2022 Piloto LS, Weinstein A, Battaglia P, Botvinick M. Intuitive physics learning in a deep-learning model inspired by developmental psychology. Nature Human Behaviour. PMID 35817932 DOI: 10.1038/s41562-022-01394-8  0.238
2021 McNamee DC, Stachenfeld KL, Botvinick MM, Gershman SJ. Flexible modulation of sequence generation in the entorhinal-hippocampal system. Nature Neuroscience. PMID 33846626 DOI: 10.1038/s41593-021-00831-7  0.216
2022 Piloto LS, Weinstein A, Battaglia P, Botvinick M. Publisher Correction: Intuitive physics learning in a deep-learning model inspired by developmental psychology. Nature Human Behaviour. 6: 1181. PMID 35859190 DOI: 10.1038/s41562-022-01432-5  0.203
2023 Schwartenbeck P, Baram A, Liu Y, Mark S, Muller T, Dolan R, Botvinick M, Kurth-Nelson Z, Behrens T. Generative replay underlies compositional inference in the hippocampal-prefrontal circuit. Cell. PMID 37804832 DOI: 10.1016/j.cell.2023.09.004  0.199
2021 Higgins I, Chang L, Langston V, Hassabis D, Summerfield C, Tsao D, Botvinick M. Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons. Nature Communications. 12: 6456. PMID 34753913 DOI: 10.1038/s41467-021-26751-5  0.195
2022 Botvinick MM. Realizing the promise of AI: a new calling for cognitive science. Trends in Cognitive Sciences. PMID 36150967 DOI: 10.1016/j.tics.2022.08.004  0.186
1998 Carter CS, Braver T, Barch DM, Botvinick M, Sanders A, Noll D, Cohen JD. Anterior cingulate cortex, error detection and performance monitoring: An event related fMRI study Neuroimage. 7: S110.  0.185
2022 Koster R, Jan B, Tacchetti A, Weinstein A, Zhu T, Hauser O, Williams D, Campbell-Gillingham L, Thacker P, Botvinick M, Summerfield C. Human-centred mechanism design with Democratic AI. Nature Human Behaviour. PMID 35789321 DOI: 10.1038/s41562-022-01383-x  0.178
2014 Ascoli GA, Botvinick MM, Heuer RJ, Bhattacharyya R. Neurocognitive models of sense-making Biologically Inspired Cognitive Architectures. 8: 81-88. DOI: 10.1016/j.bica.2014.03.004  0.164
2023 McKee KR, Tacchetti A, Bakker MA, Balaguer J, Campbell-Gillingham L, Everett R, Botvinick M. Scaffolding cooperation in human groups with deep reinforcement learning. Nature Human Behaviour. PMID 37679439 DOI: 10.1038/s41562-023-01686-7  0.163
2023 Zador A, Escola S, Richards B, Ölveczky B, Bengio Y, Boahen K, Botvinick M, Chklovskii D, Churchland A, Clopath C, DiCarlo J, Ganguli S, Hawkins J, Körding K, Koulakov A, et al. Catalyzing next-generation Artificial Intelligence through NeuroAI. Nature Communications. 14: 1597. PMID 36949048 DOI: 10.1038/s41467-023-37180-x  0.154
2022 Koster R, Balaguer J, Tacchetti A, Weinstein A, Zhu T, Hauser O, Williams D, Campbell-Gillingham L, Thacker P, Botvinick M, Summerfield C. Publisher Correction: Human-centred mechanism design with Democratic AI. Nature Human Behaviour. PMID 35962182 DOI: 10.1038/s41562-022-01444-1  0.09
1992 Botvinick M. THE PAINTING AS PILGRIMAGE: TRACES OF A SUBTEXT IN THE WORK OF CAMPIN AND HIS CONTEMPORARIES Art History. 15: 1-18. DOI: 10.1111/J.1467-8365.1992.TB00466.X  0.06
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