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Items: 1 to 50 of 90

1.

Subgoal- and Goal-related Reward Prediction Errors in Medial Prefrontal Cortex.

Ribas-Fernandes JJF, Shahnazian D, Holroyd CB, Botvinick MM.

J Cogn Neurosci. 2018 Sep 21:1-16. doi: 10.1162/jocn_a_01341. [Epub ahead of print]

PMID:
30240308
2.

Author Correction: Dorsal hippocampus contributes to model-based planning.

Miller KJ, Botvinick MM, Brody CD.

Nat Neurosci. 2018 Jul;21(7):1015. doi: 10.1038/s41593-017-0026-8.

PMID:
29977026
3.

Dissociable neural mechanisms track evidence accumulation for selection of attention versus action.

Shenhav A, Straccia MA, Musslick S, Cohen JD, Botvinick MM.

Nat Commun. 2018 Jun 27;9(1):2485. doi: 10.1038/s41467-018-04841-1.

4.

Neural scene representation and rendering.

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, Rabinowitz N, King H, Hillier C, Botvinick M, Wierstra D, Kavukcuoglu K, Hassabis D.

Science. 2018 Jun 15;360(6394):1204-1210. doi: 10.1126/science.aar6170.

PMID:
29903970
5.

Prefrontal cortex as a meta-reinforcement learning system.

Wang JX, Kurth-Nelson Z, Kumaran D, Tirumala D, Soyer H, Leibo JZ, Hassabis D, Botvinick M.

Nat Neurosci. 2018 Jun;21(6):860-868. doi: 10.1038/s41593-018-0147-8. Epub 2018 May 14.

PMID:
29760527
6.

Author Correction: The hippocampus as a predictive map.

Stachenfeld KL, Botvinick MM, Gershman SJ.

Nat Neurosci. 2018 Jun;21(6):895. doi: 10.1038/s41593-018-0133-1.

PMID:
29695823
7.

Toward a universal decoder of linguistic meaning from brain activation.

Pereira F, Lou B, Pritchett B, Ritter S, Gershman SJ, Kanwisher N, Botvinick M, Fedorenko E.

Nat Commun. 2018 Mar 6;9(1):963. doi: 10.1038/s41467-018-03068-4.

8.

Building machines that learn and think for themselves.

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, Weber T, Wierstra D, Legg S, Hassabis D.

Behav Brain Sci. 2017 Jan;40:e255. doi: 10.1017/S0140525X17000048.

PMID:
29342685
9.

The hippocampus as a predictive map.

Stachenfeld KL, Botvinick MM, Gershman SJ.

Nat Neurosci. 2017 Nov;20(11):1643-1653. doi: 10.1038/nn.4650. Epub 2017 Oct 2. Erratum in: Nat Neurosci. 2018 Apr 25;:.

PMID:
28967910
10.

Predictive representations can link model-based reinforcement learning to model-free mechanisms.

Russek EM, Momennejad I, Botvinick MM, Gershman SJ, Daw ND.

PLoS Comput Biol. 2017 Sep 25;13(9):e1005768. doi: 10.1371/journal.pcbi.1005768. eCollection 2017 Sep.

11.

Dorsal hippocampus contributes to model-based planning.

Miller KJ, Botvinick MM, Brody CD.

Nat Neurosci. 2017 Sep;20(9):1269-1276. doi: 10.1038/nn.4613. Epub 2017 Jul 31. Erratum in: Nat Neurosci. 2018 Jul;21(7):1015.

12.

Neuroscience-Inspired Artificial Intelligence.

Hassabis D, Kumaran D, Summerfield C, Botvinick M.

Neuron. 2017 Jul 19;95(2):245-258. doi: 10.1016/j.neuron.2017.06.011. Review.

13.

Toward a Rational and Mechanistic Account of Mental Effort.

Shenhav A, Musslick S, Lieder F, Kool W, Griffiths TL, Cohen JD, Botvinick MM.

Annu Rev Neurosci. 2017 Jul 25;40:99-124. doi: 10.1146/annurev-neuro-072116-031526. Epub 2017 Mar 31. Review.

PMID:
28375769
14.

Complementary learning systems within the hippocampus: a neural network modelling approach to reconciling episodic memory with statistical learning.

Schapiro AC, Turk-Browne NB, Botvinick MM, Norman KA.

Philos Trans R Soc Lond B Biol Sci. 2017 Jan 5;372(1711). pii: 20160049.

15.

A comparative evaluation of off-the-shelf distributed semantic representations for modelling behavioural data.

Pereira F, Gershman S, Ritter S, Botvinick M.

Cogn Neuropsychol. 2016 May-Jun;33(3-4):175-90. doi: 10.1080/02643294.2016.1176907.

PMID:
27686110
16.

Dorsal anterior cingulate cortex and the value of control.

Shenhav A, Cohen JD, Botvinick MM.

Nat Neurosci. 2016 Sep 27;19(10):1286-91. doi: 10.1038/nn.4384.

PMID:
27669989
17.

Dorsal anterior cingulate and ventromedial prefrontal cortex have inverse roles in both foraging and economic choice.

Shenhav A, Straccia MA, Botvinick MM, Cohen JD.

Cogn Affect Behav Neurosci. 2016 Dec;16(6):1127-1139.

PMID:
27580609
18.

Reduced model-based decision-making in schizophrenia.

Culbreth AJ, Westbrook A, Daw ND, Botvinick M, Barch DM.

J Abnorm Psychol. 2016 Aug;125(6):777-787. doi: 10.1037/abn0000164. Epub 2016 May 12.

19.

Pain in the ACC?

Wager TD, Atlas LY, Botvinick MM, Chang LJ, Coghill RC, Davis KD, Iannetti GD, Poldrack RA, Shackman AJ, Yarkoni T.

Proc Natl Acad Sci U S A. 2016 May 3;113(18):E2474-5. doi: 10.1073/pnas.1600282113. Epub 2016 Apr 19. No abstract available.

20.

Irrational time allocation in decision-making.

Oud B, Krajbich I, Miller K, Cheong JH, Botvinick M, Fehr E.

Proc Biol Sci. 2016 Jan 13;283(1822). pii: 20151439. doi: 10.1098/rspb.2015.1439.

21.

Statistical learning of temporal community structure in the hippocampus.

Schapiro AC, Turk-Browne NB, Norman KA, Botvinick MM.

Hippocampus. 2016 Jan;26(1):3-8. doi: 10.1002/hipo.22523. Epub 2015 Oct 13.

22.

Evidence integration in model-based tree search.

Solway A, Botvinick MM.

Proc Natl Acad Sci U S A. 2015 Sep 15;112(37):11708-13. doi: 10.1073/pnas.1505483112. Epub 2015 Aug 31.

23.

Uncovering a missing link in anterior cingulate research.

Shenhav A, Botvinick M.

Neuron. 2015 Feb 4;85(3):455-7. doi: 10.1016/j.neuron.2015.01.020.

24.

Model-based hierarchical reinforcement learning and human action control.

Botvinick M, Weinstein A.

Philos Trans R Soc Lond B Biol Sci. 2014 Nov 5;369(1655). pii: 20130480. doi: 10.1098/rstb.2013.0480.

25.

Motivation and cognitive control: from behavior to neural mechanism.

Botvinick M, Braver T.

Annu Rev Psychol. 2015 Jan 3;66:83-113. doi: 10.1146/annurev-psych-010814-015044. Epub 2014 Sep 12. Review.

PMID:
25251491
26.

Optimal behavioral hierarchy.

Solway A, Diuk C, Córdova N, Yee D, Barto AG, Niv Y, Botvinick MM.

PLoS Comput Biol. 2014 Aug 14;10(8):e1003779. doi: 10.1371/journal.pcbi.1003779. eCollection 2014 Aug.

27.

The computational and neural basis of cognitive control: charted territory and new frontiers.

Botvinick MM, Cohen JD.

Cogn Sci. 2014 Aug;38(6):1249-85. doi: 10.1111/cogs.12126. Epub 2014 Jul 31.

28.

Anterior cingulate engagement in a foraging context reflects choice difficulty, not foraging value.

Shenhav A, Straccia MA, Cohen JD, Botvinick MM.

Nat Neurosci. 2014 Sep;17(9):1249-54. doi: 10.1038/nn.3771. Epub 2014 Jul 27.

29.

Cognitive effort avoidance and detection in people with schizophrenia.

Gold JM, Kool W, Botvinick MM, Hubzin L, August S, Waltz JA.

Cogn Affect Behav Neurosci. 2015 Mar;15(1):145-54. doi: 10.3758/s13415-014-0308-5.

30.

Mechanisms of motivation-cognition interaction: challenges and opportunities.

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, Gollwitzer PM, Hess TM, Isaacowitz DM, Mather M, Murayama K, Pessoa L, Samanez-Larkin GR, Somerville LH; MOMCAI group.

Cogn Affect Behav Neurosci. 2014 Jun;14(2):443-72. doi: 10.3758/s13415-014-0300-0. Review.

31.

The intrinsic cost of cognitive control.

Kool W, Botvinick M.

Behav Brain Sci. 2013 Dec;36(6):697-8; discussion 707-26. doi: 10.1017/S0140525X1300109X.

PMID:
24304795
32.

Neural and behavioral evidence for an intrinsic cost of self-control.

Kool W, McGuire JT, Wang GJ, Botvinick MM.

PLoS One. 2013 Aug 27;8(8):e72626. doi: 10.1371/journal.pone.0072626. eCollection 2013.

33.

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

Shenhav A, Botvinick MM, Cohen JD.

Neuron. 2013 Jul 24;79(2):217-40. doi: 10.1016/j.neuron.2013.07.007. Review.

34.

Rats and humans can optimally accumulate evidence for decision-making.

Brunton BW, Botvinick MM, Brody CD.

Science. 2013 Apr 5;340(6128):95-8. doi: 10.1126/science.1233912.

35.

Hierarchical learning induces two simultaneous, but separable, prediction errors in human basal ganglia.

Diuk C, Tsai K, Wallis J, Botvinick M, Niv Y.

J Neurosci. 2013 Mar 27;33(13):5797-805. doi: 10.1523/JNEUROSCI.5445-12.2013.

36.

Motivated action: new light on prefrontal-neuromodulatory circuits.

Shenhav A, Botvinick MM.

Curr Biol. 2013 Feb 18;23(4):R161-3. doi: 10.1016/j.cub.2012.12.028.

37.

Neural representations of events arise from temporal community structure.

Schapiro AC, Rogers TT, Cordova NI, Turk-Browne NB, Botvinick MM.

Nat Neurosci. 2013 Apr;16(4):486-92. doi: 10.1038/nn.3331. Epub 2013 Feb 17.

38.

Neural representation of reward probability: evidence from the illusion of control.

Kool W, Getz SJ, Botvinick MM.

J Cogn Neurosci. 2013 Jun;25(6):852-61. doi: 10.1162/jocn_a_00369. Epub 2013 Feb 14.

PMID:
23410034
39.

Using Wikipedia to learn semantic feature representations of concrete concepts in neuroimaging experiments.

Pereira F, Botvinick M, Detre G.

Artif Intell. 2013 Jan 1;194:240-252. Epub 2012 Jul 10.

40.

A labor/leisure tradeoff in cognitive control.

Kool W, Botvinick M.

J Exp Psychol Gen. 2014 Feb;143(1):131-41. doi: 10.1037/a0031048. Epub 2012 Dec 10.

41.

Distinguishing grammatical constructions with fMRI pattern analysis.

Allen K, Pereira F, Botvinick M, Goldberg AE.

Brain Lang. 2012 Dec;123(3):174-82. doi: 10.1016/j.bandl.2012.08.005. Epub 2012 Sep 23.

PMID:
23010489
42.

Planning as inference.

Botvinick M, Toussaint M.

Trends Cogn Sci. 2012 Oct;16(10):485-8. doi: 10.1016/j.tics.2012.08.006. Epub 2012 Aug 30.

PMID:
22940577
43.

Hierarchical reinforcement learning and decision making.

Botvinick MM.

Curr Opin Neurobiol. 2012 Dec;22(6):956-62. doi: 10.1016/j.conb.2012.05.008. Epub 2012 Jun 11. Review.

PMID:
22695048
44.

Commentary: why I am not a dynamicist.

Botvinick M.

Top Cogn Sci. 2012 Jan;4(1):78-83; discussion 94-102. doi: 10.1111/j.1756-8765.2011.01170.x. Epub 2011 Nov 10.

45.
46.

Generating text from functional brain images.

Pereira F, Detre G, Botvinick M.

Front Hum Neurosci. 2011 Aug 23;5:72. doi: 10.3389/fnhum.2011.00072. eCollection 2011.

47.

A neural signature of hierarchical reinforcement learning.

Ribas-Fernandes JJ, Solway A, Diuk C, McGuire JT, Barto AG, Niv Y, Botvinick MM.

Neuron. 2011 Jul 28;71(2):370-9. doi: 10.1016/j.neuron.2011.05.042.

48.

Errors of interpretation and modeling: a reply to Grinband et al.

Yeung N, Cohen JD, Botvinick MM.

Neuroimage. 2011 Jul 15;57(2):316-9. doi: 10.1016/j.neuroimage.2011.04.029. Epub 2011 Apr 22.

49.

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

Cikara M, Botvinick MM, Fiske ST.

Psychol Sci. 2011 Mar;22(3):306-13. doi: 10.1177/0956797610397667. Epub 2011 Jan 26.

50.

Abstract structural representations of goal-directed behavior.

Allen K, Ibara S, Seymour A, Cordova N, Botvinick M.

Psychol Sci. 2010 Oct;21(10):1518-24. doi: 10.1177/0956797610383434. Epub 2010 Sep 20.

PMID:
20855906

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