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Distributed and Mixed Information in Monosynaptic Inputs to Dopamine Neurons.
Tian J, Huang R, Cohen JY, Osakada F, Kobak D, Machens CK, Callaway EM, Uchida N, Watabe-Uchida M. Tian J, et al. Among authors: machens ck. Neuron. 2016 Sep 21;91(6):1374-1389. doi: 10.1016/j.neuron.2016.08.018. Epub 2016 Sep 8. Neuron. 2016. PMID: 27618675 Free PMC article.
Demixed principal component analysis of neural population data.
Kobak D, Brendel W, Constantinidis C, Feierstein CE, Kepecs A, Mainen ZF, Qi XL, Romo R, Uchida N, Machens CK. Kobak D, et al. Among authors: machens ck. Elife. 2016 Apr 12;5:e10989. doi: 10.7554/eLife.10989. Elife. 2016. PMID: 27067378 Free PMC article.
Cortical Areas Interact through a Communication Subspace.
Semedo JD, Zandvakili A, Machens CK, Yu BM, Kohn A. Semedo JD, et al. Among authors: machens ck. Neuron. 2019 Apr 3;102(1):249-259.e4. doi: 10.1016/j.neuron.2019.01.026. Epub 2019 Feb 12. Neuron. 2019. PMID: 30770252 Free PMC article.
Striatal dynamics explain duration judgments.
Gouvêa TS, Monteiro T, Motiwala A, Soares S, Machens C, Paton JJ. Gouvêa TS, et al. Elife. 2015 Dec 7;4:e11386. doi: 10.7554/eLife.11386. Elife. 2015. PMID: 26641377 Free PMC article.
Decoding and encoding (de)mixed population responses.
Keemink SW, Machens CK. Keemink SW, et al. Among authors: machens ck. Curr Opin Neurobiol. 2019 Oct;58:112-121. doi: 10.1016/j.conb.2019.09.004. Epub 2019 Sep 25. Curr Opin Neurobiol. 2019. PMID: 31563083 Review.
Statistical methods for dissecting interactions between brain areas.
Semedo JD, Gokcen E, Machens CK, Kohn A, Yu BM. Semedo JD, et al. Among authors: machens ck. Curr Opin Neurobiol. 2020 Dec;65:59-69. doi: 10.1016/j.conb.2020.09.009. Epub 2020 Nov 1. Curr Opin Neurobiol. 2020. PMID: 33142111 Free PMC article. Review.
Efficient codes and balanced networks.
Denève S, Machens CK. Denève S, et al. Among authors: machens ck. Nat Neurosci. 2016 Mar;19(3):375-82. doi: 10.1038/nn.4243. Nat Neurosci. 2016. PMID: 26906504 Review.
44 results