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Bingni W. Brunton
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Cited by
Year
Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems
JN Kutz, SL Brunton, BW Brunton, JL Proctor
Society for Industrial and Applied Mathematics, 2016
9562016
Rats and Humans Can Optimally Accumulate Evidence for Decision-Making
BW Brunton, MM Botvinick, CD Brody
Science 340 (6128), 95-98, 2013
5462013
Distinct relationships of parietal and prefrontal cortices to evidence accumulation
TD Hanks, CD Kopec, BW Brunton, CA Duan, JC Erlich, CD Brody
Nature 520 (7546), 220-223, 2015
4052015
Extracting spatial–temporal coherent patterns in large-scale neural recordings using dynamic mode decomposition
BW Brunton, LA Johnson, JG Ojemann, JN Kutz
Journal of neuroscience methods 258, 1-15, 2016
3412016
Chaos as an intermittently forced linear system
SL Brunton, BW Brunton, JL Proctor, E Kaiser, JN Kutz
Nature Communications 8, 2017
3392017
Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control
SL Brunton, BW Brunton, JL Proctor, JN Kutz
PLOS ONE 11 (2), e0150171, 2016
3312016
Cell shape and cell-wall organization in Gram-negative bacteria
KC Huang, R Mukhopadhyay, B Wen, Z Gitai, NS Wingreen
Proceedings of the National Academy of Sciences 105 (49), 19282-19287, 2008
3292008
Data-Driven Sparse Sensor Placement for Reconstruction: Demonstrating the Benefits of Exploiting Known Patterns
K Manohar, BW Brunton, JN Kutz, SL Brunton
IEEE Control Systems 38 (3), 63-86, 2018
2012018
Distinct effects of prefrontal and parietal cortex inactivations on an accumulation of evidence task in the rat
JC Erlich, BW Brunton, CA Duan, TD Hanks, CD Brody
Elife 4, e05457, 2015
1832015
Cortical and Subcortical Contributions to Short-Term Memory for Orienting Movements
CD Kopec, JC Erlich, BW Brunton, K Deisseroth, CD Brody
Neuron 88 (2), 367-377, 2015
882015
Sparse Sensor Placement Optimization for Classification
BW Brunton, SL Brunton, JL Proctor, JN Kutz
SIAM Journal on Applied Mathematics 76 (5), 2099-2122, 2016
75*2016
Anipose: a toolkit for robust markerless 3D pose estimation
P Karashchuk, KL Rupp, ES Dickinson, S Walling-Bell, E Sanders, E Azim, ...
Cell Reports 36 (13), 109730, 2021
572021
Exploiting sparsity and equation-free architectures in complex systems
JL Proctor, SL Brunton, BW Brunton, JN Kutz
The European Physical Journal Special Topics 223 (13), 2665-2684, 2014
572014
AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video
XRN Wang, A Farhadi, R Rao, B Brunton
AAAI Conference on Artificial Intelligence, 2524, 2018
382018
Data-driven methods in fluid dynamics: Sparse classification from experimental data
Z Bai, SL Brunton, BW Brunton, JN Kutz, E Kaiser, A Spohn, BR Noack
Whither Turbulence and Big Data in the 21st Century?, 323-342, 2017
382017
Data-Driven Methods in Fluid Dynamics: Sparse Classification from Experimental Data
Z Bai, SL Brunton, BW Brunton, JN Kutz, E Kaiser, A Spohn, BR Noack
Whither Turbulence and Big Data in the 21st Century?, 323-342, 2017
382017
Neural-inspired sensors enable sparse, efficient classification of spatiotemporal data
TL Mohren, TL Daniel, SL Brunton, BW Brunton
Proceedings of the National Academy of Science 115 (42), 10564--10569, 2018
342018
Learning dominant physical processes with data-driven balance models
JL Callaham, JV Koch, BW Brunton, JN Kutz, SL Brunton
Nature Communications 12 (1), 1-10, 2021
302021
Centering data improves the dynamic mode decomposition
SM Hirsh, KD Harris, JN Kutz, BW Brunton
SIAM Journal on Applied Dynamical Systems 19 (3), 1920-1955, 2020
292020
Unsupervised decoding of long-term, naturalistic human neural recordings with automated video and audio annotations
NXR Wang, JD Olson, JG Ojemann, RPN Rao, BW Brunton
Frontiers in Human Neuroscience 10, 165, 2016
252016
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Articles 1–20