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Artificial neural networks for model identification and parameter estimation in computational cognitive models.
PLoS Comput Biol. 2024 May 15;20(5):e1012119. doi: 10.1371/journal.pcbi.1012119. eCollection 2024 May.
PLoS Comput Biol. 2024.
PMID: 38748770
Free PMC article.
Artificial neural networks for model identification and parameter estimation in computational cognitive models.
Rmus M, Pan TF, Xia L, Collins AGE.
Rmus M, et al.
bioRxiv [Preprint]. 2024 Apr 2:2023.09.14.557793. doi: 10.1101/2023.09.14.557793.
bioRxiv. 2024.
Update in:
PLoS Comput Biol. 2024 May 15;20(5):e1012119. doi: 10.1371/journal.pcbi.1012119.
PMID: 37767088
Free PMC article.
Updated.
Preprint.
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Transition dynamics shape mental state concepts.
Thornton MA, Rmus M, Vyas AD, Tamir DI.
Thornton MA, et al. Among authors: rmus m.
J Exp Psychol Gen. 2023 Oct;152(10):2804-2829. doi: 10.1037/xge0001405. Epub 2023 Apr 27.
J Exp Psychol Gen. 2023.
PMID: 37104795
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Age-related differences in prefrontal glutamate are associated with increased working memory decay that gives the appearance of learning deficits.
Rmus M, He M, Baribault B, Walsh EG, Festa EK, Collins AGE, Nassar MR.
Rmus M, et al.
Elife. 2023 Apr 18;12:e85243. doi: 10.7554/eLife.85243.
Elife. 2023.
PMID: 37070807
Free PMC article.
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Choice Type Impacts Human Reinforcement Learning.
Rmus M, Zou A, Collins AGE.
Rmus M, et al.
J Cogn Neurosci. 2022 Nov 28:1-17. doi: 10.1162/jocn_a_01947. Online ahead of print.
J Cogn Neurosci. 2022.
PMID: 36473098
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Humans can navigate complex graph structures acquired during latent learning.
Rmus M, Ritz H, Hunter LE, Bornstein AM, Shenhav A.
Rmus M, et al.
Cognition. 2022 Aug;225:105103. doi: 10.1016/j.cognition.2022.105103. Epub 2022 Mar 29.
Cognition. 2022.
PMID: 35364400
Free PMC article.
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The Role of Executive Function in Shaping Reinforcement Learning.
Rmus M, McDougle SD, Collins AGE.
Rmus M, et al.
Curr Opin Behav Sci. 2021 Apr;38:66-73. doi: 10.1016/j.cobeha.2020.10.003. Epub 2020 Nov 14.
Curr Opin Behav Sci. 2021.
PMID: 35194556
Free PMC article.
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