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How learning unfolds in the brain: toward an optimization view.
Hennig JA, Oby ER, Losey DM, Batista AP, Yu BM, Chase SM. Hennig JA, et al. Neuron. 2021 Dec 1;109(23):3720-3735. doi: 10.1016/j.neuron.2021.09.005. Epub 2021 Oct 13. Neuron. 2021. PMID: 34648749 Free PMC article. Review.
Constraints on neural redundancy.
Hennig JA, Golub MD, Lund PJ, Sadtler PT, Oby ER, Quick KM, Ryu SI, Tyler-Kabara EC, Batista AP, Yu BM, Chase SM. Hennig JA, et al. Elife. 2018 Aug 15;7:e36774. doi: 10.7554/eLife.36774. Elife. 2018. PMID: 30109848 Free PMC article.
Emergence of belief-like representations through reinforcement learning.
Hennig JA, Romero Pinto SA, Yamaguchi T, Linderman SW, Uchida N, Gershman SJ. Hennig JA, et al. PLoS Comput Biol. 2023 Sep 11;19(9):e1011067. doi: 10.1371/journal.pcbi.1011067. eCollection 2023 Sep. PLoS Comput Biol. 2023. PMID: 37695776 Free PMC article.
New neural activity patterns emerge with long-term learning.
Oby ER, Golub MD, Hennig JA, Degenhart AD, Tyler-Kabara EC, Yu BM, Chase SM, Batista AP. Oby ER, et al. Among authors: hennig ja. Proc Natl Acad Sci U S A. 2019 Jul 23;116(30):15210-15215. doi: 10.1073/pnas.1820296116. Epub 2019 Jun 10. Proc Natl Acad Sci U S A. 2019. PMID: 31182595 Free PMC article.
Learning is shaped by abrupt changes in neural engagement.
Hennig JA, Oby ER, Golub MD, Bahureksa LA, Sadtler PT, Quick KM, Ryu SI, Tyler-Kabara EC, Batista AP, Chase SM, Yu BM. Hennig JA, et al. Nat Neurosci. 2021 May;24(5):727-736. doi: 10.1038/s41593-021-00822-8. Epub 2021 Mar 29. Nat Neurosci. 2021. PMID: 33782622 Free PMC article.