| 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), 2019 | 104 | 2019 |
| BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos E Batty*, MR Whiteway*, S Saxena, D Biderman, T Abe, S Musall, W Gillis, ... Advances in Neural Information Processing Systems, 2019 | 94 | 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 | 89 | 2020 |
| Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking A Wu, EK Buchanan, MR Whiteway, M Schartner, G Meijer, JP Noel, ... Advances in Neural Information Processing Systems, 2020 | 54* | 2020 |
| The quest for interpretable models of neural population activity MR Whiteway, DA Butts Current opinion in neurobiology 58, 2019 | 39 | 2019 |
| 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), 2023 | 37* | 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), 2021 | 35* | 2021 |
| Local synchronization in complex networks of coupled oscillators J Stout, MR Whiteway, E Ott, M Girvan, TM Antonsen Chaos: An Interdisciplinary Journal of Nonlinear Science 21 (2), 2011 | 35 | 2011 |
| Revealing unobserved factors underlying cortical activity with a rectified latent variable model applied to neural population recordings MR Whiteway, DA Butts Journal of neurophysiology 117 (3), 2017 | 33 | 2017 |
| 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 21 (7), 2024 | 27 | 2024 |
| 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 | 26 | 2023 |
| 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 | 25 | 2023 |
| Reproducibility of in-vivo electrophysiological measurements in mice International Brain Laboratory, K Banga, J Benson, N Bonacchi, ... bioRxiv, 2022 | 22 | 2022 |
| 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 | 15* | 2019 |
| A latent variable approach to decoding neural population activity MR Whiteway, B Averbeck, DA Butts bioRxiv, 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 | 5 | 2021 |
| Behavioral modulations can alter the visual tuning of neurons in the mouse thalamocortical pathway KZ Socha, J Couto, MR Whiteway, S Hosseinjany, DA Butts, V Bonin Cell Reports 43 (12), 2024 | 4* | 2024 |
| Coordination and persistence of aggressive visual communication in Siamese fighting fish CP Everett, AL Norovich, JE Burke, MR Whiteway, PY Shih, Y Zhu, ... Cell Reports 44 (1), 2025 | 1 | 2025 |
| A study of animal action segmentation algorithms across supervised, unsupervised, and semi-supervised learning paradigms A Blau, ES Schaffer, N Mishra, NJ Miska, International Brain Laboratory, ... Neurons, Behavior, Data analysis, and Theory, 2024 | | 2024 |
| A latent variable modeling framework for analyzing neural population activity MR Whiteway University of Maryland, College Park, 2018 | | 2018 |
Liam PaninskiColumbia UniversityBestätigte E-Mail-Adresse bei stat.columbia.edu