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Building machines that learn and think like people.
Lake BM, Ullman TD, Tenenbaum JB, Gershman SJ. Lake BM, et al. Among authors: gershman sj. Behav Brain Sci. 2017 Jan;40:e253. doi: 10.1017/S0140525X16001837. Epub 2016 Nov 24. Behav Brain Sci. 2017. PMID: 27881212
Multistability and perceptual inference.
Gershman SJ, Vul E, Tenenbaum JB. Gershman SJ, et al. Neural Comput. 2012 Jan;24(1):1-24. doi: 10.1162/NECO_a_00226. Epub 2011 Oct 24. Neural Comput. 2012. PMID: 22023198
Discovering hierarchical motion structure.
Gershman SJ, Tenenbaum JB, Jäkel F. Gershman SJ, et al. Vision Res. 2016 Sep;126:232-241. doi: 10.1016/j.visres.2015.03.004. Epub 2015 Mar 26. Vision Res. 2016. PMID: 25818905 Free article.
Toward the neural implementation of structure learning.
Tervo DGR, Tenenbaum JB, Gershman SJ. Tervo DGR, et al. Among authors: gershman sj. Curr Opin Neurobiol. 2016 Apr;37:99-105. doi: 10.1016/j.conb.2016.01.014. Epub 2016 Feb 11. Curr Opin Neurobiol. 2016. PMID: 26874471 Review.
Compositional inductive biases in function learning.
Schulz E, Tenenbaum JB, Duvenaud D, Speekenbrink M, Gershman SJ. Schulz E, et al. Among authors: gershman sj. Cogn Psychol. 2017 Dec;99:44-79. doi: 10.1016/j.cogpsych.2017.11.002. Epub 2017 Nov 16. Cogn Psychol. 2017. PMID: 29154187
A theory of learning to infer.
Dasgupta I, Schulz E, Tenenbaum JB, Gershman SJ. Dasgupta I, et al. Among authors: gershman sj. Psychol Rev. 2020 Apr;127(3):412-441. doi: 10.1037/rev0000178. Psychol Rev. 2020. PMID: 32223286
The neural architecture of theory-based reinforcement learning.
Tomov MS, Tsividis PA, Pouncy T, Tenenbaum JB, Gershman SJ. Tomov MS, et al. Among authors: gershman sj. Neuron. 2023 Apr 19;111(8):1331-1344.e8. doi: 10.1016/j.neuron.2023.01.023. Epub 2023 Mar 9. Neuron. 2023. PMID: 36898374 Free PMC article.
170 results