Matthew R Whiteway
Cited by
Cited by
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
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
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
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
The quest for interpretable models of neural population activity
MR Whiteway, DA Butts
Current opinion in neurobiology 58, 86-93, 2019
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
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
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
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
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
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
Reproducibility of in-vivo electrophysiological measurements in mice
International Brain Laboratory, K Banga, J Benson, N Bonacchi, ...
bioRxiv, 2022
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, ...
bioRxiv, 2023.04. 28.538703, 2023
A latent variable approach to decoding neural population activity
MR Whiteway, B Averbeck, DA Butts
bioRxiv, 2020.01. 06.896423, 2020
A brain-wide map of neural activity during complex behaviour
International Brain Lab, B Benson, J Benson, D Birman, N Bonacchi, ...
bioRxiv, 2023.07. 04.547681, 2023
Semi-supervised sequence modeling for improved behavioral segmentation
MR Whiteway, ES Schaffer, A Wu, EK Buchanan, OF Onder, N Mishra, ...
CVPR2021 CV4Animals Workshop, 2021
Behavioral response to visual motion impacts population coding in the mouse visual thalamus
K Socha, M Whiteway, DA Butts, V Bonin
bioRxiv, 382671, 2018
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
A latent variable modeling framework for analyzing neural population activity
MR Whiteway
University of Maryland, College Park, 2018
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