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Amitai Shenhav, Ph.D. - Publications

Affiliations: 
2003-2007 Helen Wills Neuroscience Institute University of California, Berkeley, Berkeley, CA, United States 
 2007-2012 Psychology Harvard University, Cambridge, MA, United States 
 2012-2016 Princeton Neuroscience Institute Princeton University, Princeton, NJ 
 2016- Cognitive, Linguistic, & Psychological Sciences Brown University, Providence, RI 
Area:
Cognitive Neuroscience, Cognitive Control, Decision Making
Website:
www.shenhavlab.org
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57 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Ritz H, Shenhav A. Orthogonal neural encoding of targets and distractors supports multivariate cognitive control. Nature Human Behaviour. PMID 38459265 DOI: 10.1038/s41562-024-01826-7  0.721
2023 Zhang Y, Leng X, Shenhav A. Make or break: The influence of expected challenges and rewards on the motivation and experience associated with cognitive effort exertion. Biorxiv : the Preprint Server For Biology. PMID 38106182 DOI: 10.1101/2023.12.05.570154  0.821
2023 Bustamante LA, Oshinowo T, Lee JR, Tong E, Burton AR, Shenhav A, Cohen JD, Daw ND. Effort Foraging Task reveals positive correlation between individual differences in the cost of cognitive and physical effort in humans. Proceedings of the National Academy of Sciences of the United States of America. 120: e2221510120. PMID 38064507 DOI: 10.1073/pnas.2221510120  0.827
2023 Fahey MP, Yee DM, Leng X, Tarlow M, Shenhav A. Motivational context determines the impact of aversive outcomes on mental effort allocation. Biorxiv : the Preprint Server For Biology. PMID 37961466 DOI: 10.1101/2023.10.27.564461  0.754
2023 Ritz H, Shenhav A. Humans reconfigure target and distractor processing to address distinct task demands. Psychological Review. PMID 37668574 DOI: 10.1037/rev0000442  0.713
2023 Grahek I, Leng X, Musslick S, Shenhav A. Control adjustment costs limit goal flexibility: Empirical evidence and a theoretical account. Biorxiv : the Preprint Server For Biology. PMID 37662382 DOI: 10.1101/2023.08.22.554296  0.806
2023 Braem S, Held L, Shenhav A, Frömer R. Learning how to reason and deciding when to decide. The Behavioral and Brain Sciences. 46: e115. PMID 37462203 DOI: 10.1017/S0140525X22003090  0.787
2023 Leng X, Frömer R, Summe T, Shenhav A. Mutual inclusivity improves decision-making by smoothing out choice's competitive edge. Biorxiv : the Preprint Server For Biology. PMID 37425763 DOI: 10.1101/2023.05.12.540529  0.793
2022 Fontanesi L, Shenhav A, Gluth S. Disentangling choice value and choice conflict in sequential decisions under risk. Plos Computational Biology. 18: e1010478. PMID 36206310 DOI: 10.1371/journal.pcbi.1010478  0.347
2022 Grahek I, Frömer R, Prater Fahey M, Shenhav A. Learning when effort matters: neural dynamics underlying updating and adaptation to changes in performance efficacy. Cerebral Cortex (New York, N.Y. : 1991). PMID 35695774 DOI: 10.1093/cercor/bhac215  0.823
2022 Kane GA, James MH, Shenhav A, Daw ND, Cohen JD, Aston-Jones G. Rat Anterior Cingulate Cortex Continuously Signals Decision Variables in a Patch Foraging Task. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 35688627 DOI: 10.1523/JNEUROSCI.1940-21.2022  0.589
2022 Rmus M, Ritz H, Hunter LE, Bornstein AM, Shenhav A. Humans can navigate complex graph structures acquired during latent learning. Cognition. 225: 105103. PMID 35364400 DOI: 10.1016/j.cognition.2022.105103  0.754
2022 Ritz H, Leng X, Shenhav A. Cognitive Control as a Multivariate Optimization Problem. Journal of Cognitive Neuroscience. 1-23. PMID 35061027 DOI: 10.1162/jocn_a_01822  0.814
2021 Leng X, Yee D, Ritz H, Shenhav A. Dissociable influences of reward and punishment on adaptive cognitive control. Plos Computational Biology. 17: e1009737. PMID 34962931 DOI: 10.1371/journal.pcbi.1009737  0.82
2021 Yee DM, Leng X, Shenhav A, Braver TS. Aversive motivation and cognitive control. Neuroscience and Biobehavioral Reviews. 133: 104493. PMID 34910931 DOI: 10.1016/j.neubiorev.2021.12.016  0.811
2021 Shenhav A, Fahey MP, Grahek I. Decomposing the motivation to exert mental effort. Current Directions in Psychological Science. 30: 307-314. PMID 34675454 DOI: 10.1177/09637214211009510  0.795
2021 Collins AGE, Shenhav A. Advances in modeling learning and decision-making in neuroscience. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 34453117 DOI: 10.1038/s41386-021-01126-y  0.312
2021 Bustamante L, Lieder F, Musslick S, Shenhav A, Cohen J. Learning to Overexert Cognitive Control in a Stroop Task. Cognitive, Affective & Behavioral Neuroscience. PMID 33409959 DOI: 10.3758/s13415-020-00845-x  0.811
2020 Sadeghiyeh H, Wang S, Alberhasky MR, Kyllo HM, Shenhav A, Wilson RC. Temporal discounting correlates with directed exploration but not with random exploration. Scientific Reports. 10: 4020. PMID 32132573 DOI: 10.1038/S41598-020-60576-4  0.527
2020 Grahek I, Musslick S, Shenhav A. A computational perspective on the roles of affect in cognitive control. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology. PMID 32032624 DOI: 10.1016/J.Ijpsycho.2020.02.001  0.835
2019 Ritz H, Frömer R, Shenhav A. Bridging Motor and Cognitive Control: It's About Time! Trends in Cognitive Sciences. PMID 31780248 DOI: 10.1016/J.Tics.2019.11.005  0.786
2019 Wilson RC, Shenhav A, Straccia M, Cohen JD. The Eighty Five Percent Rule for optimal learning. Nature Communications. 10: 4646. PMID 31690723 DOI: 10.1038/S41467-019-12552-4  0.627
2019 Frömer R, Dean Wolf CK, Shenhav A. Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making. Nature Communications. 10: 4926. PMID 31664035 DOI: 10.1038/s41467-019-12931-x  0.813
2019 Kane GA, Bornstein AM, Shenhav A, Wilson RC, Daw ND, Cohen JD. Rats exhibit similar biases in foraging and intertemporal choice tasks. Elife. 8. PMID 31532391 DOI: 10.7554/Elife.48429  0.804
2019 Grahek I, Shenhav A, Musslick S, Krebs RM, Koster EHW. Motivation and Cognitive Control in Depression. Neuroscience and Biobehavioral Reviews. PMID 31047891 DOI: 10.1016/J.Neubiorev.2019.04.011  0.777
2019 FeldmanHall O, Shenhav A. Resolving uncertainty in a social world. Nature Human Behaviour. PMID 31011164 DOI: 10.1038/S41562-019-0590-X  0.335
2019 Shenhav A, Karmarkar UR. Dissociable components of the reward circuit are involved in appraisal versus choice. Scientific Reports. 9: 1958. PMID 30760824 DOI: 10.1038/s41598-019-38927-7  0.394
2019 Miller KJ, Shenhav A, Ludvig EA. Habits without values. Psychological Review. PMID 30676040 DOI: 10.1037/Rev0000120  0.74
2019 Kane GA, Bornstein AM, Shenhav A, Wilson RC, Daw ND, Cohen JD. Author response: Rats exhibit similar biases in foraging and intertemporal choice tasks Elife. DOI: 10.7554/Elife.48429.026  0.785
2018 Zacharopoulos G, Shenhav A, Constantino S, Maio GR, Linden DEJ. The effect of self-focus on personal and social foraging behaviour. Social Cognitive and Affective Neuroscience. 13: 967-975. PMID 30085291 DOI: 10.1093/scan/nsy057  0.411
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  0.798
2018 Ritz H, Nassar MR, Frank MJ, Shenhav A. A Control Theoretic Model of Adaptive Learning in Dynamic Environments. Journal of Cognitive Neuroscience. 1-17. PMID 29877769 DOI: 10.1162/Jocn_A_01289  0.779
2018 Shenhav A, Dean Wolf CK, Karmarkar UR. The evil of banality: When choosing between the mundane feels like choosing between the worst. Journal of Experimental Psychology. General. PMID 29771566 DOI: 10.1037/xge0000433  0.366
2018 Lieder F, Shenhav A, Musslick S, Griffiths TL. Rational metareasoning and the plasticity of cognitive control. Plos Computational Biology. 14: e1006043. PMID 29694347 DOI: 10.1371/Journal.Pcbi.1006043  0.814
2018 Inzlicht M, Shenhav A, Olivola CY. The Effort Paradox: Effort Is Both Costly and Valued. Trends in Cognitive Sciences. PMID 29477776 DOI: 10.1016/J.Tics.2018.01.007  0.491
2017 Kane GA, Vazey EM, Wilson RC, Shenhav A, Daw ND, Aston-Jones G, Cohen JD. Increased locus coeruleus tonic activity causes disengagement from a patch-foraging task. Cognitive, Affective & Behavioral Neuroscience. PMID 28900892 DOI: 10.3758/S13415-017-0531-Y  0.684
2017 Srivastava V, Feng SF, Cohen JD, Leonard NE, Shenhav A. A martingale analysis of first passage times of time-dependent Wiener diffusion models. Journal of Mathematical Psychology. 77: 94-110. PMID 28630524 DOI: 10.1016/J.Jmp.2016.10.001  0.581
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  0.789
2017 Shenhav A. The Perils of Losing Control: Why Self-Control Is Not Just Another Value-Based Decision Psychological Inquiry. 28: 148-152. DOI: 10.1080/1047840X.2017.1337407  0.375
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  0.797
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  0.792
2016 Shenhav A, Rand DG, Greene JD. The relationship between intertemporal choice and following the path of least resistance across choices, preferences, and beliefs Judgment and Decision Making. 12: 1-18. DOI: 10.2139/Ssrn.2724547  0.824
2015 Bornstein AM, Shenhav A, Miller KJ. Walking bundles of habits (and response-outcome associations) (Commentary on Liljeholm et al.). The European Journal of Neuroscience. 41: 1356-7. PMID 25851351 DOI: 10.1111/Ejn.12906  0.787
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  0.701
2015 Trapp S, Shenhav A, Bitzer S, Bar M. Human preferences are biased towards associative information. Cognition & Emotion. 29: 1054-68. PMID 25303050 DOI: 10.1080/02699931.2014.966064  0.774
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  0.786
2014 Shenhav A, Buckner RL. Neural correlates of dueling affective reactions to win-win choices. Proceedings of the National Academy of Sciences of the United States of America. 111: 10978-83. PMID 25024178 DOI: 10.1073/pnas.1405725111  0.599
2014 Shenhav A, Greene JD. Integrative moral judgment: dissociating the roles of the amygdala and ventromedial prefrontal cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 4741-9. PMID 24672018 DOI: 10.1523/JNEUROSCI.3390-13.2014  0.756
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  0.808
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  0.714
2013 Brunyé TT, Gagnon SA, Paczynski M, Shenhav A, Mahoney CR, Taylor HA. Happiness by association: breadth of free association influences affective states. Cognition. 127: 93-8. PMID 23376294 DOI: 10.1016/J.Cognition.2012.11.015  0.321
2013 Shenhav A, Barrett LF, Bar M. Affective value and associative processing share a cortical substrate. Cognitive, Affective & Behavioral Neuroscience. 13: 46-59. PMID 23090717 DOI: 10.3758/s13415-012-0128-4  0.659
2012 Shenhav A, Rand DG, Greene JD. Divine intuition: cognitive style influences belief in God. Journal of Experimental Psychology. General. 141: 423-8. PMID 21928924 DOI: 10.1037/A0025391  0.805
2011 Haque OS, Shenhav A, Rand D. Differences in cognitive style, emotional processing, and ideology as crucial variables in understanding meaning making Religion, Brain & Behavior. 1: 223-225. DOI: 10.1080/2153599X.2011.647852  0.68
2010 Shenhav A, Greene JD. Moral judgments recruit domain-general valuation mechanisms to integrate representations of probability and magnitude. Neuron. 67: 667-77. PMID 20797542 DOI: 10.1016/j.neuron.2010.07.020  0.76
2010 Lauritzen T, Shenhav A, D'Esposito M, Silver M. fMRI coherency analysis reveals feedforward progression of visual responses in human early visual cortex Journal of Vision. 7: 14-14. DOI: 10.1167/7.15.14  0.449
2008 Silver MA, Shenhav A, D'Esposito M. Cholinergic enhancement reduces spatial spread of visual responses in human early visual cortex. Neuron. 60: 904-14. PMID 19081383 DOI: 10.1016/j.neuron.2008.09.038  0.462
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