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Items: 1 to 50 of 121

1.

Estimating Scale-Invariant Future in Continuous Time.

Tiganj Z, Gershman SJ, Sederberg PB, Howard MW.

Neural Comput. 2019 Feb 14:1-29. doi: 10.1162/neco_a_01171. [Epub ahead of print]

PMID:
30764739
2.

Causal Inference About Good and Bad Outcomes.

Dorfman HM, Bhui R, Hughes BL, Gershman SJ.

Psychol Sci. 2019 Feb 13:956797619828724. doi: 10.1177/0956797619828724. [Epub ahead of print]

PMID:
30759048
3.

The transdiagnostic structure of mental effort avoidance.

Patzelt EH, Kool W, Millner AJ, Gershman SJ.

Sci Rep. 2019 Feb 8;9(1):1689. doi: 10.1038/s41598-018-37802-1.

4.

Suicidal thoughts and behaviors are associated with an increased decision-making bias for active responses to escape aversive states.

Millner AJ, den Ouden HEM, Gershman SJ, Glenn CR, Kearns JC, Bornstein AM, Marx BP, Keane TM, Nock MK.

J Abnorm Psychol. 2019 Feb;128(2):106-118. doi: 10.1037/abn0000395. Epub 2018 Dec 27.

PMID:
30589305
5.

The algorithmic architecture of exploration in the human brain.

Schulz E, Gershman SJ.

Curr Opin Neurobiol. 2018 Dec 5;55:7-14. doi: 10.1016/j.conb.2018.11.003. [Epub ahead of print] Review.

PMID:
30529148
6.

Rethinking dopamine as generalized prediction error.

Gardner MPH, Schoenbaum G, Gershman SJ.

Proc Biol Sci. 2018 Nov 21;285(1891). pii: 20181645. doi: 10.1098/rspb.2018.1645.

PMID:
30464063
7.

Decision by sampling implements efficient coding of psychoeconomic functions.

Bhui R, Gershman SJ.

Psychol Rev. 2018 Nov;125(6):985-1001. doi: 10.1037/rev0000123.

PMID:
30431303
8.

Dopaminergic genes are associated with both directed and random exploration.

Gershman SJ, Tzovaras BG.

Neuropsychologia. 2018 Nov;120:97-104. doi: 10.1016/j.neuropsychologia.2018.10.009. Epub 2018 Oct 19.

PMID:
30347192
9.

Integrating Models of Interval Timing and Reinforcement Learning.

Petter EA, Gershman SJ, Meck WH.

Trends Cogn Sci. 2018 Oct;22(10):911-922. doi: 10.1016/j.tics.2018.08.004. Review.

PMID:
30266150
10.

Discovering social groups via latent structure learning.

Lau T, Pouncy HT, Gershman SJ, Cikara M.

J Exp Psychol Gen. 2018 Dec;147(12):1881-1891. doi: 10.1037/xge0000470. Epub 2018 Sep 27.

PMID:
30265025
11.

Cervical Cancer Incidence Among Elderly Women in Massachusetts Compared With Younger Women.

Feldman S, Cook E, Davis M, Gershman ST, Hanchate A, Haas JS, Perkins RB.

J Low Genit Tract Dis. 2018 Oct;22(4):314-317. doi: 10.1097/LGT.0000000000000435.

PMID:
30256336
12.

Cancers Among the Oldest Old in Massachusetts from 2004-2014.

Cook E, Gershman S, Knowlton R.

J Registry Manag. Spring 2018;45(1):21-27.

PMID:
30183693
13.

Incentives Boost Model-Based Control Across a Range of Severity on Several Psychiatric Constructs.

Patzelt EH, Kool W, Millner AJ, Gershman SJ.

Biol Psychiatry. 2019 Mar 1;85(5):425-433. doi: 10.1016/j.biopsych.2018.06.018. Epub 2018 Jul 2.

PMID:
30077331
14.

The Successor Representation: Its Computational Logic and Neural Substrates.

Gershman SJ.

J Neurosci. 2018 Aug 15;38(33):7193-7200. doi: 10.1523/JNEUROSCI.0151-18.2018. Epub 2018 Jul 13.

15.

Neural Computations Underlying Causal Structure Learning.

Tomov MS, Dorfman HM, Gershman SJ.

J Neurosci. 2018 Aug 8;38(32):7143-7157. doi: 10.1523/JNEUROSCI.3336-17.2018. Epub 2018 Jun 29.

16.

How to never be wrong.

Gershman SJ.

Psychon Bull Rev. 2018 May 24. doi: 10.3758/s13423-018-1488-8. [Epub ahead of print]

PMID:
29799092
17.

Remembrance of inferences past: Amortization in human hypothesis generation.

Dasgupta I, Schulz E, Goodman ND, Gershman SJ.

Cognition. 2018 May 21;178:67-81. doi: 10.1016/j.cognition.2018.04.017. [Epub ahead of print]

PMID:
29793110
18.

Belief state representation in the dopamine system.

Babayan BM, Uchida N, Gershman SJ.

Nat Commun. 2018 May 14;9(1):1891. doi: 10.1038/s41467-018-04397-0.

19.

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
20.

Planning Complexity Registers as a Cost in Metacontrol.

Kool W, Gershman SJ, Cushman FA.

J Cogn Neurosci. 2018 Oct;30(10):1391-1404. doi: 10.1162/jocn_a_01263. Epub 2018 Apr 18.

PMID:
29668390
21.

The Medial Prefrontal Cortex Shapes Dopamine Reward Prediction Errors under State Uncertainty.

Starkweather CK, Gershman SJ, Uchida N.

Neuron. 2018 May 2;98(3):616-629.e6. doi: 10.1016/j.neuron.2018.03.036. Epub 2018 Apr 12.

PMID:
29656872
22.

Cancer Among Adolescents and Young Adults in Massachusetts from 2004 to 2014.

Cook EE, MacMillan A, Gershman ST.

J Adolesc Young Adult Oncol. 2018 Aug;7(4):493-498. doi: 10.1089/jayao.2018.0005. Epub 2018 Mar 22.

PMID:
29565711
23.

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.

24.

Trends of two HPV-associated cancers in Massachusetts: cervical and oropharyngeal cancer.

Cook EE, Gershman ST, Kim JJ, Tamimi RM, Klevens RM, Holmes MD.

Cancer Causes Control. 2018 May;29(4-5):435-443. doi: 10.1007/s10552-018-1016-1. Epub 2018 Mar 1.

PMID:
29497883
25.

Ingredients of intelligence: From classic debates to an engineering roadmap.

Lake BM, Ullman TD, Tenenbaum JB, Gershman SJ.

Behav Brain Sci. 2017 Jan;40:e281. doi: 10.1017/S0140525X17001224.

PMID:
29342708
26.

Deconstructing the human algorithms for exploration.

Gershman SJ.

Cognition. 2018 Apr;173:34-42. doi: 10.1016/j.cognition.2017.12.014. Epub 2017 Dec 29.

PMID:
29289795
27.

Pavlovian Control of Escape and Avoidance.

Millner AJ, Gershman SJ, Nock MK, den Ouden HEM.

J Cogn Neurosci. 2018 Oct;30(10):1379-1390. doi: 10.1162/jocn_a_01224. Epub 2017 Dec 15.

PMID:
29244641
28.

Pure correlates of exploration and exploitation in the human brain.

Blanchard TC, Gershman SJ.

Cogn Affect Behav Neurosci. 2018 Feb;18(1):117-126. doi: 10.3758/s13415-017-0556-2.

29.

Compositional inductive biases in function learning.

Schulz E, Tenenbaum JB, Duvenaud D, Speekenbrink M, Gershman SJ.

Cogn Psychol. 2017 Dec;99:44-79. doi: 10.1016/j.cogpsych.2017.11.002. Epub 2017 Nov 16.

PMID:
29154187
30.

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
31.

Dopamine, Inference, and Uncertainty.

Gershman SJ.

Neural Comput. 2017 Dec;29(12):3311-3326. doi: 10.1162/neco_a_01023. Epub 2017 Sep 28.

PMID:
28957023
32.

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.

33.

Predicting the Past, Remembering the Future.

Gershman SJ.

Curr Opin Behav Sci. 2017 Oct;17:7-13. doi: 10.1016/j.cobeha.2017.05.025. Epub 2017 Jun 9.

34.

Using computational theory to constrain statistical models of neural data.

Linderman SW, Gershman SJ.

Curr Opin Neurobiol. 2017 Oct;46:14-24. doi: 10.1016/j.conb.2017.06.004. Epub 2017 Jul 18. Review.

35.

Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.

Kool W, Gershman SJ, Cushman FA.

Psychol Sci. 2017 Sep;28(9):1321-1333. doi: 10.1177/0956797617708288. Epub 2017 Jul 21.

PMID:
28731839
36.

Imaginative Reinforcement Learning: Computational Principles and Neural Mechanisms.

Gershman SJ, Zhou J, Kommers C.

J Cogn Neurosci. 2017 Dec;29(12):2103-2113. doi: 10.1162/jocn_a_01170. Epub 2017 Jul 14.

PMID:
28707569
37.

Where do hypotheses come from?

Dasgupta I, Schulz E, Gershman SJ.

Cogn Psychol. 2017 Aug;96:1-25. doi: 10.1016/j.cogpsych.2017.05.001. Epub 2017 Jun 3.

PMID:
28586634
38.

Correction: The computational nature of memory modification.

Gershman SJ, Monfils MH, Norman KA, Niv Y.

Elife. 2017 May 22;6. pii: e28693. doi: 10.7554/eLife.28693. No abstract available.

39.

The computational nature of memory modification.

Gershman SJ, Monfils MH, Norman KA, Niv Y.

Elife. 2017 Mar 15;6. pii: e23763. doi: 10.7554/eLife.23763. Erratum in: Elife. 2017 May 22;6:.

40.

Learning the Structure of Social Influence.

Gershman SJ, Pouncy HT, Gweon H.

Cogn Sci. 2017 Apr;41 Suppl 3:545-575. doi: 10.1111/cogs.12480. Epub 2017 Mar 13.

PMID:
28294384
41.

Dopamine reward prediction errors reflect hidden-state inference across time.

Starkweather CK, Babayan BM, Uchida N, Gershman SJ.

Nat Neurosci. 2017 Apr;20(4):581-589. doi: 10.1038/nn.4520. Epub 2017 Mar 6.

42.

An Assessment of the Primary Payer Variable among Breast and Colorectal Cancer Cases in the Massachusetts Cancer Registry, 2005-2009.

Gershman S, Weiss N, Knowlton R, Solis A, Das B.

J Registry Manag. 2017 Winter;44(4):143-145.

PMID:
30133430
43.

Crowd control: sex ratio affects sexually selected cuticular hydrocarbons in male Drosophila serrata.

Gershman SN, Rundle HD.

J Evol Biol. 2017 Mar;30(3):583-590. doi: 10.1111/jeb.13028. Epub 2017 Jan 3.

PMID:
27981675
44.

Medial Prefrontal Cortex Updates Its Status.

Cikara M, Gershman SJ.

Neuron. 2016 Dec 7;92(5):937-939. doi: 10.1016/j.neuron.2016.11.040.

45.

Building machines that learn and think like people.

Lake BM, Ullman TD, Tenenbaum JB, Gershman SJ.

Behav Brain Sci. 2017 Jan;40:e253. doi: 10.1017/S0140525X16001837. Epub 2016 Nov 24.

PMID:
27881212
46.

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
47.

Reinforcement Learning and Episodic Memory in Humans and Animals: An Integrative Framework.

Gershman SJ, Daw ND.

Annu Rev Psychol. 2017 Jan 3;68:101-128. doi: 10.1146/annurev-psych-122414-033625. Epub 2016 Sep 2. Review.

48.

Plans, Habits, and Theory of Mind.

Gershman SJ, Gerstenberg T, Baker CL, Cushman FA.

PLoS One. 2016 Sep 1;11(9):e0162246. doi: 10.1371/journal.pone.0162246. eCollection 2016.

49.

When Does Model-Based Control Pay Off?

Kool W, Cushman FA, Gershman SJ.

PLoS Comput Biol. 2016 Aug 26;12(8):e1005090. doi: 10.1371/journal.pcbi.1005090. eCollection 2016 Aug.

50.

Nonparametric Spherical Topic Modeling with Word Embeddings.

Batmanghelich K, Saeedi A, Narasimhan K, Gershman S.

Proc Conf Assoc Comput Linguist Meet. 2016 Aug;2016:537-542. doi: 10.18653/v1/P16-2087.

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