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1

Building Machines That Learn and Think Like People

Lake, Brenden M., Ullman, Tomer D., Tenenbaum, Joshua B., Gershman, Samuel J.

Journal:

Behavioral and Brain Sciences

Year:

2016

Language:

english

File:

PDF, 832 KB

english, 2016

2

Human memory reconsolidation can be explained using the temporal context model

Per B. Sederberg, Samuel J. Gershman, Sean M. Polyn, Kenneth A. Norman

Journal:

Psychonomic Bulletin & Review

Year:

2011

Language:

english

File:

PDF, 488 KB

english, 2011

3

Exploring a latent cause theory of classical conditioning

Gershman, Samuel J., Niv, Yael

Journal:

Learning & Behavior

Year:

2012

Language:

english

File:

PDF, 536 KB

english, 2012

4

How to never be wrong

Gershman, Samuel J.

Journal:

Psychonomic Bulletin & Review

Year:

2018

Language:

english

File:

PDF, 596 KB

english, 2018

5

Toward the neural implementation of structure learning

Tervo, D Gowanlock R, Tenenbaum, Joshua B, Gershman, Samuel J

Journal:

Current Opinion in Neurobiology

Year:

2016

Language:

english

File:

PDF, 451 KB

english, 2016

6

Integrating Models of Interval Timing and Reinforcement Learning

Petter, Elijah A., Gershman, Samuel J., Meck, Warren H.

Journal:

Trends in Cognitive Sciences

Year:

2018

Language:

english

File:

PDF, 1.58 MB

english, 2018

7

Accountability of AI Under the Law: The Role of Explanation

Doshi-Velez, Finale, Kortz, Mason, Budish, Ryan, Bavitz, Christopher, Gershman, Samuel J., O'Brien, David, Shieber, Stuart, Waldo, Jim, Weinberger, David, Wood, Alexandra

Journal:

SSRN Electronic Journal

Year:

2017

Language:

english

File:

PDF, 203 KB

english, 2017

8

Where do hypotheses come from?

Dasgupta, Ishita, Schulz, Eric, Gershman, Samuel J.

Journal:

Cognitive Psychology

Year:

2017

Language:

english

File:

PDF, 843 KB

english, 2017

9

The hippocampus as a predictive map

Stachenfeld, Kimberly L, Botvinick, Matthew M, Gershman, Samuel J

Journal:

Nature Neuroscience

Year:

2017

Language:

english

File:

PDF, 4.09 MB

english, 2017

10

Editors' Introduction: Computational Approaches to Social Cognition

Cushman, Fiery, Gershman, Samuel

Journal:

Topics in Cognitive Science

Year:

2019

Language:

english

File:

PDF, 238 KB

english, 2019

11

Doubting what you already know: Uncertainty regarding state transitions is associated with obsessive compulsive symptoms

Fradkin, Isaac, Ludwig, Casimir, Eldar, Eran, Huppert, Jonathan D., Gershman, Samuel J.

Journal:

PLoS Computational Biology

Year:

2020

Language:

english

File:

PDF, 2.85 MB

english, 2020

12

A tutorial on Bayesian nonparametric models

Samuel J. Gershman, David M. Blei

Journal:

Journal of Mathematical Psychology

Year:

2012

Language:

english

File:

PDF, 651 KB

english, 2012

13

Letters

Carl Gershman, Thomas Carothers, Dimitri K. Simes, George McGovern, Samuel P. Huntington, Richard E. Rubenstein, Roman Szporluk, M. S. Hrushevsky, Eugene B. Rumer, George E. Agree and David Callahan

Journal:

Year:

1994-1995

Language:

english

File:

PDF, 424 KB

english, 1994-1995

14

Distance Dependent Infinite Latent Feature Models

Gershman, Samuel J., Frazier, Peter I., Blei, David M.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2015

Language:

english

File:

PDF, 834 KB

english, 2015

15

Retrospective revaluation in sequential decision making: A tale of two systems.

Gershman, Samuel J., Markman, Arthur B., Otto, A. Ross

Journal:

Journal of Experimental Psychology: General

Year:

2014

Language:

english

File:

PDF, 11.97 MB

english, 2014

16

Discovering latent causes in reinforcement learning

Gershman, Samuel J, Norman, Kenneth A, Niv, Yael

Journal:

Current Opinion in Behavioral Sciences

Year:

2015

Language:

english

File:

PDF, 477 KB

english, 2015

17

Context, learning, and extinction.

Gershman, Samuel J., Blei, David M., Niv, Yael

Journal:

Psychological Review

Year:

2010

Language:

english

File:

PDF, 185 KB

english, 2010

18

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

Pereira, Francisco, Gershman, Samuel, Ritter, Samuel, Botvinick, Matthew

Journal:

Cognitive Neuropsychology

Year:

2016

Language:

english

File:

PDF, 1.66 MB

english, 2016

19

Online learning of symbolic concepts

Thaker, Pratiksha, Tenenbaum, Joshua B., Gershman, Samuel J.

Journal:

Journal of Mathematical Psychology

Year:

2017

Language:

english

File:

PDF, 946 KB

english, 2017

20

Author Correction: The hippocampus as a predictive map

Stachenfeld, Kimberly L, Botvinick, Matthew M, Gershman, Samuel J

Journal:

Nature Neuroscience

Year:

2018

File:

PDF, 624 KB

2018

21

The successor representation: its computational logic and neural substrates

Gershman, Samuel J.

Journal:

Journal of Neuroscience

Year:

2018

Language:

english

File:

PDF, 2.06 MB

english, 2018

22

Gradual extinction prevents the return of fear: implications for the discovery of state

Gershman, Samuel J., Jones, Carolyn E., Norman, Kenneth A., Monfils, Marie-H., Niv, Yael

Journal:

Frontiers in Behavioral Neuroscience

Year:

2013

Language:

english

File:

PDF, 965 KB

english, 2013

23

Human Pavlovian fear conditioning conforms to probabilistic learning

Tzovara, Athina, Korn, Christoph W., Bach, Dominik R., Gershman, Samuel J.

Journal:

PLoS Computational Biology

Year:

2018

Language:

english

File:

PDF, 1.55 MB

english, 2018

24

Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model

Sales, Anna C., Friston, Karl J., Jones, Matthew W., Pickering, Anthony E., Moran, Rosalyn J., Gershman, Samuel J.

Journal:

PLoS Computational Biology

Year:

2019

Language:

english

File:

PDF, 5.36 MB

english, 2019

25

Estimating Scale-Invariant Future in Continuous Time

Tiganj, Zoran, Gershman, Samuel J., Sederberg, Per B., Howard, Marc W.

Journal:

Neural Computation

Year:

2019

File:

PDF, 1.78 MB

2019

26

The Generative Adversarial Brain

Gershman, Samuel J.

Journal:

Frontiers in Artificial Intelligence

Year:

2019

File:

PDF, 1.06 MB

2019

27

Dissociable neural correlates of uncertainty underlie different exploration strategies

Tomov, Momchil S., Truong, Van Q., Hundia, Rohan A., Gershman, Samuel J.

Journal:

Nature Communications

Year:

2020

File:

PDF, 928 KB

2020

28

Social-Structure Learning

Gershman, Samuel J., Cikara, Mina

Journal:

Current Directions in Psychological Science

Year:

2020

File:

PDF, 521 KB

2020

29

Facilitating the propagation of spiking activity in feedforward networks by including feedback

Rezaei, Hedyeh, Aertsen, Ad, Kumar, Arvind, Valizadeh, Alireza, Gershman, Samuel J.

Journal:

PLoS Computational Biology

Year:

2020

File:

PDF, 5.52 MB

2020

30

A randomized, controlled comparison of isoetharine and albuterol in the treatment of acute asthma

Charles L Emerman, Rita K Cydulka, David Effron, Thomas W Lukens, Howard Gershman, Samuel P Boehm

Journal:

Annals of Emergency Medicine

Year:

1991

Language:

english

File:

PDF, 424 KB

english, 1991

31

Learning latent structure: carving nature at its joints

Samuel J Gershman, Yael Niv

Journal:

Current Opinion in Neurobiology

Year:

2010

Language:

english

File:

PDF, 207 KB

english, 2010

32

Role of macrophages and stellate cells in the pathogenesis of veno-occlusive disease: an electron microscopic case study

Wendell Tang, David Ziring, George Gershman, Samuel French

Journal:

Experimental and Molecular Pathology

Year:

2003

Language:

english

File:

PDF, 3.01 MB

english, 2003

33

Model-Based Influences on Humans' Choices and Striatal Prediction Errors

Nathaniel D. Daw, Samuel J. Gershman, Ben Seymour, Peter Dayan, Raymond J. Dolan

Journal:

Year:

2011

Language:

english

File:

PDF, 681 KB

english, 2011

34

A topographic latent source model for fMRI data

Samuel J. Gershman, David M. Blei, Francisco Pereira, Kenneth A. Norman

Journal:

Year:

2011

Language:

english

File:

PDF, 1.56 MB

english, 2011

35

Neural and Psychological Maturation of Decision-making in Adolescence and Young Adulthood

Christakou, Anastasia, Gershman, Samuel J., Niv, Yael, Simmons, Andrew, Brammer, Mick, Rubia, Katya

Journal:

Journal of Cognitive Neuroscience

Year:

2013

Language:

english

File:

PDF, 654 KB

english, 2013

36

Obituary.

Baratelli, Felicita, Le, Mary, Gershman, George B., French, Samuel W.

Journal:

Year:

1897

Language:

english

File:

PDF, 191 KB

english, 1897

37

Do mast cells play a pathogenetic role in neurofibromatosis type 1 and ulcerative colitis?

Baratelli, Felicita, Le, Mary, Gershman, George B., French, Samuel W.

Journal:

Experimental and Molecular Pathology

Year:

2014

Language:

english

File:

PDF, 2.01 MB

english, 2014

38

Decomposing spatiotemporal brain patterns into topographic latent sources

Gershman, Samuel J., Blei, David M., Norman, Kenneth A., Sederberg, Per B.

Journal:

Year:

2014

Language:

english

File:

PDF, 1.16 MB

english, 2014

39

Moderate levels of activation lead to forgetting in the think/no-think paradigm

Detre, Greg J., Natarajan, Annamalai, Gershman, Samuel J., Norman, Kenneth A.

Journal:

Neuropsychologia

Year:

2013

Language:

english

File:

PDF, 1.44 MB

english, 2013

40

The Successor Representation and Temporal Context

Gershman, Samuel J., Moore, Christopher D., Todd, Michael T., Norman, Kenneth A., Sederberg, Per B.

Journal:

Neural Computation

Year:

2012

Language:

english

File:

PDF, 302 KB

english, 2012

41

Do learning rates adapt to the distribution of rewards?

Gershman, Samuel J.

Journal:

Psychonomic Bulletin & Review

Year:

2015

Language:

english

File:

PDF, 402 KB

english, 2015

42

Interplay of approximate planning strategies

Huys, Quentin J. M., Lally, Níall, Faulkner, Paul, Eshel, Neir, Seifritz, Erich, Gershman, Samuel J., Dayan, Peter, Roiser, Jonathan P.

Journal:

Proceedings of the National Academy of Sciences

Year:

2015

Language:

english

File:

PDF, 788 KB

english, 2015

43

Discovering hierarchical motion structure

Gershman, Samuel J., Tenenbaum, Joshua B., Jäkel, Frank

Journal:

Vision Research

Year:

2015

Language:

english

File:

PDF, 1.38 MB

english, 2015

44

Dopamine Ramps Are a Consequence of Reward Prediction Errors

Gershman, Samuel J.

Journal:

Neural Computation

Year:

2014

Language:

english

File:

PDF, 141 KB

english, 2014

45

Explaining compound generalization in associative and causal learning through rational principles of dimensional generalization.

Soto, Fabian A., Gershman, Samuel J., Niv, Yael

Journal:

Psychological Review

Year:

2014

Language:

english

File:

PDF, 20.33 MB

english, 2014

46

Statistical Computations Underlying the Dynamics of Memory Updating

Gershman, Samuel J., Radulescu, Angela, Norman, Kenneth A., Niv, Yael, Sporns, Olaf

Journal:

PLoS Computational Biology

Year:

2014

Language:

english

File:

PDF, 1.79 MB

english, 2014

47

Multistability and Perceptual Inference

Gershman, Samuel J., Vul, Edward, Tenenbaum, Joshua B.

Journal:

Neural Computation

Year:

2012

Language:

english

File:

PDF, 719 KB

english, 2012

48

Individual differences in learning predict the return of fear

Gershman, Samuel J., Hartley, Catherine A.

Journal:

Learning & Behavior

Year:

2015

Language:

english

File:

PDF, 547 KB

english, 2015

49

Empirical priors for reinforcement learning models

Gershman, Samuel J.

Journal:

Journal of Mathematical Psychology

Year:

2016

Language:

english

File:

PDF, 433 KB

english, 2016

50

On the blessing of abstraction

Gershman, Samuel J.

Journal:

The Quarterly Journal of Experimental Psychology

Year:

2016

Language:

english

File:

PDF, 1.08 MB

english, 2016

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