| 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 | 83 | 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 | 70 | 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 | 66 | 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 | 46* | 2020 |
| The quest for interpretable models of neural population activity MR Whiteway, DA Butts Current opinion in neurobiology 58, 86-93, 2019 | 35 | 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 | 34 | 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 | 29* | 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 | 29 | 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 | 24* | 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 | 16 | 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 | 12* | 2019 |
| Reproducibility of in-vivo electrophysiological measurements in mice International Brain Laboratory, K Banga, J Benson, N Bonacchi, ... bioRxiv, 2022 | 10 | 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 | 6 | 2023 |
| A latent variable approach to decoding neural population activity MR Whiteway, B Averbeck, DA Butts bioRxiv, 2020.01. 06.896423, 2020 | 6* | 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 | 5 | 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 | 3 | 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 | 3 | 2018 |
| A latent variable modeling framework for analyzing neural population activity MR Whiteway University of Maryland, College Park, 2018 | | 2018 |
Liam PaninskiColumbia UniversityVerified email at stat.columbia.edu
