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Matthew R Whiteway
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Parallel processing of sound dynamics across mouse auditory cortex via spatially patterned thalamic inputs and distinct areal intracortical circuits
J Liu, MR Whiteway, A Sheikhattar, DA Butts, B Babadi, PO Kanold
Cell reports 27 (3), 872-885. e7, 2019
902019
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos
E Batty*, M Whiteway*, S Saxena, D Biderman, T Abe, S Musall, W Gillis, ...
Advances in Neural Information Processing Systems, 15706-15717, 2019
722019
Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations
JI Glaser, MR Whiteway, JP Cunningham, L Paninski, SW Linderman
Advances in Neural Information Processing Systems, 2020
692020
Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking
A Wu, EK Buchanan, M Whiteway, M Schartner, G Meijer, JP Noel, ...
Advances in Neural Information Processing Systems, 2020
48*2020
The quest for interpretable models of neural population activity
MR Whiteway, DA Butts
Current opinion in neurobiology 58, 86-93, 2019
362019
Local synchronization in complex networks of coupled oscillators
J Stout, M Whiteway, E Ott, M Girvan, TM Antonsen
Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (2), 2011
352011
Revealing unobserved factors underlying cortical activity with a rectified latent variable model applied to neural population recordings
MR Whiteway, DA Butts
Journal of neurophysiology, 2017
312017
The spatial and temporal structure of neural activity across the fly brain
ES Schaffer, N Mishra, MR Whiteway, W Li, MB Vancura, J Freedman, ...
Nature communications 14 (1), 5572, 2023
30*2023
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
MR Whiteway, D Biderman, Y Friedman, M Dipoppa, EK Buchanan, A Wu, ...
PLoS computational biology 17 (9), e1009439, 2021
26*2021
Reproducibility of in-vivo electrophysiological measurements in mice
International Brain Laboratory, K Banga, J Benson, N Bonacchi, ...
bioRxiv, 2022
132022
Characterizing the nonlinear structure of shared variability in cortical neuron populations using latent variable models
MR Whiteway, K Socha, V Bonin, DA Butts
Neurons, Behavior, Data Analysis, and Theory 3 (1), 2019
13*2019
Brain-wide representations of prior information in mouse decision-making
C Findling, F Hubert, International Brain Laboratory, L Acerbi, B Benson, ...
BioRxiv, 2023.07. 04.547684, 2023
122023
A brain-wide map of neural activity during complex behaviour
International Brain Laboratory, B Benson, J Benson, D Birman, ...
Biorxiv, 2023.07. 04.547681, 2023
102023
Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools
D Biderman*, MR Whiteway*, C Hurwitz, NR Greenspan, RS Lee, ...
Nature Methods, 2024
92024
A latent variable approach to decoding neural population activity
MR Whiteway, B Averbeck, DA Butts
bioRxiv, 2020.01. 06.896423, 2020
6*2020
Semi-supervised sequence modeling for improved behavioral segmentation
MR Whiteway, ES Schaffer, A Wu, EK Buchanan, OF Onder, N Mishra, ...
CVPR2021 CV4Animals Workshop, 2021
42021
Behavioral response to visual motion impacts population coding in the mouse visual thalamus
K Socha, M Whiteway, DA Butts, V Bonin
bioRxiv, 382671, 2018
32018
Coordination and persistence of aggressive visual communication in Siamese fighting fish
CP Everett, AL Norovich, JE Burke, MR Whiteway, PY Shih, Y Zhu, ...
bioRxiv, 2024.04. 29.591330, 2024
2024
A latent variable modeling framework for analyzing neural population activity
MR Whiteway
University of Maryland, College Park, 2018
2018
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Articles 1–19