Brunton BW - Search Results

1

Arousal as a universal embedding for spatiotemporal brain dynamics.

Raut RV, Rosenthal ZP, Wang X, Miao H, Zhang Z, Lee JM, Raichle ME, Bauer AQ, Brunton SL, Brunton BW, Kutz JN. Raut RV, et al. Among authors: brunton bw. bioRxiv [Preprint]. 2023 Dec 21:2023.11.06.565918. doi: 10.1101/2023.11.06.565918. bioRxiv. 2023. PMID: 38187528 Free PMC article. Preprint.

2

Extracting spatial-temporal coherent patterns in large-scale neural recordings using dynamic mode decomposition.

Brunton BW, Johnson LA, Ojemann JG, Kutz JN. Brunton BW, et al. J Neurosci Methods. 2016 Jan 30;258:1-15. doi: 10.1016/j.jneumeth.2015.10.010. Epub 2015 Oct 31. J Neurosci Methods. 2016. PMID: 26529367

3

Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control.

Brunton SL, Brunton BW, Proctor JL, Kutz JN. Brunton SL, et al. Among authors: brunton bw. PLoS One. 2016 Feb 26;11(2):e0150171. doi: 10.1371/journal.pone.0150171. eCollection 2016. PLoS One. 2016. PMID: 26919740 Free PMC article.

4

Chaos as an intermittently forced linear system.

Brunton SL, Brunton BW, Proctor JL, Kaiser E, Kutz JN. Brunton SL, et al. Among authors: brunton bw. Nat Commun. 2017 May 30;8(1):19. doi: 10.1038/s41467-017-00030-8. Nat Commun. 2017. PMID: 28559566 Free PMC article.

5

Neural-inspired sensors enable sparse, efficient classification of spatiotemporal data.

Mohren TL, Daniel TL, Brunton SL, Brunton BW. Mohren TL, et al. Among authors: brunton sl, brunton bw. Proc Natl Acad Sci U S A. 2018 Oct 16;115(42):10564-10569. doi: 10.1073/pnas.1808909115. Epub 2018 Sep 13. Proc Natl Acad Sci U S A. 2018. PMID: 30213850 Free PMC article.

6

Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode Decomposition.

Kunert-Graf JM, Eschenburg KM, Galas DJ, Kutz JN, Rane SD, Brunton BW. Kunert-Graf JM, et al. Among authors: brunton bw. Front Comput Neurosci. 2019 Oct 31;13:75. doi: 10.3389/fncom.2019.00075. eCollection 2019. Front Comput Neurosci. 2019. PMID: 31736734 Free PMC article.

7

Inferring causal networks of dynamical systems through transient dynamics and perturbation.

Stepaniants G, Brunton BW, Kutz JN. Stepaniants G, et al. Among authors: brunton bw. Phys Rev E. 2020 Oct;102(4-1):042309. doi: 10.1103/PhysRevE.102.042309. Phys Rev E. 2020. PMID: 33212733

8

Learning dominant physical processes with data-driven balance models.

Callaham JL, Koch JV, Brunton BW, Kutz JN, Brunton SL. Callaham JL, et al. Among authors: brunton sl, brunton bw. Nat Commun. 2021 Feb 15;12(1):1016. doi: 10.1038/s41467-021-21331-z. Nat Commun. 2021. PMID: 33589607 Free PMC article.

9

Numerical differentiation of noisy data: A unifying multi-objective optimization framework.

van Breugel F, Kutz JN, Brunton BW. van Breugel F, et al. Among authors: brunton bw. IEEE Access. 2020;8:196865-196877. doi: 10.1109/access.2020.3034077. Epub 2020 Oct 27. IEEE Access. 2020. PMID: 33623728 Free PMC article.

10

Go with the FLOW: visualizing spatiotemporal dynamics in optical widefield calcium imaging.

Linden NJ, Tabuena DR, Steinmetz NA, Moody WJ, Brunton SL, Brunton BW. Linden NJ, et al. Among authors: brunton sl, brunton bw. J R Soc Interface. 2021 Aug;18(181):20210523. doi: 10.1098/rsif.2021.0523. Epub 2021 Aug 25. J R Soc Interface. 2021. PMID: 34428947 Free PMC article.

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