Matthew R Whiteway

发表

The quest for interpretable models of neural population activity

Matthew R Whiteway, Daniel A Butts, D. Butts, 2019, Current Opinion in Neurobiology.

Characterizing the nonlinear structure of shared variability in cortical neuron populations using latent variable models

Vincent Bonin, Matthew R Whiteway, Daniel A Butts, 2018, bioRxiv.

Spatial organization of the mouse auditory cortex to sound dynamics revealed using automated image segmentation

Ji Liu, Matthew R Whiteway, Daniel A. Butts, 2017, bioRxiv.

A latent variable approach to decoding neural population activity

Matthew R Whiteway, Daniel A. Butts, Bruno B. Averbeck, 2020, bioRxiv.

Local synchronization in complex networks of coupled oscillators.

Matthew R Whiteway, E. Ott, M. Girvan, 2011, Chaos.

Parallel Processing of Sound Dynamics across Mouse Auditory Cortex via Spatially Patterned Thalamic Inputs and Distinct Areal Intracortical Circuits.

Matthew R Whiteway, D. Butts, P. Kanold, 2019, Cell reports.

Revealing unobserved factors underlying cortical activity using a rectified latent variable model applied to neural population recordings

Matthew R Whiteway, D. Butts, 2016, bioRxiv.

Behavioral response to visual motion impacts population coding in the mouse visual thalamus

Vincent Bonin, Matthew R Whiteway, Daniel A. Butts, 2018, bioRxiv.

Characterization of Nonlinear Neuron Responses Mid Year Report

Matthew R Whiteway, 2013 .

Characterization of Nonlinear Neuron Responses

Matthew R Whiteway, 2013 .

Reproducibility of in-vivo 1 electrophysiological measurements 2 in mice 3

Nicholas A. Steinmetz, Matthew R Whiteway, Steinmetz, 2022 .

Reproducibility of in-vivo 1 electrophysiological measurements 2 in mice 3

Nicholas A. Steinmetz, Matthew R Whiteway, Anne E. Urai, 2022 .

Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations

Scott W. Linderman, John P. Cunningham, Liam Paninski, 2020, bioRxiv.

A latent variable modeling framework for analyzing neural population activity

Matthew R Whiteway, Matthew Whiteway, 2018 .

Revealing unobserved factors underlying cortical activity using a rectified latent variable model applied to neural population recordings

Matthew R Whiteway, D. Butts, 2016, bioRxiv.

Flygenvectors: The spatial and temporal structure of neural activity across the fly brain

Matthew R Whiteway, Evan S. Schaffer, L. Paninski, 2021, bioRxiv.

BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos

Scott W. Linderman, John P. Cunningham, Liam Paninski, 2019, NeurIPS.

Semi-supervised sequence modeling for improved behavioral segmentation

Matthew R Whiteway, E. Kelly Buchanan, Evan S. Schaffer, 2021, bioRxiv.

Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders

Matthew R Whiteway, E. Kelly Buchanan, J. Cunningham, 2021, bioRxiv.

Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking

John P. Cunningham, Liam Paninski, Anqi Wu, 2020, bioRxiv.

Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools

Julia M. Huntenburg, Matthew R Whiteway, Anne E. Urai, 2023, bioRxiv.

Reproducibility of in-vivo electrophysiological measurements in mice

Julia M. Huntenburg, Nicholas A. Steinmetz, Matthew R Whiteway, 2023, bioRxiv.

A Brain-Wide Map of Neural Activity during Complex Behaviour

Julia M. Huntenburg, Tatiana A. Engel, Eric E. J. DeWitt, 2023, bioRxiv.

Brain-wide representations of prior information in mouse decision-making

Julia M. Huntenburg, Jonathan W. Pillow, Eric E. J. DeWitt, 2023, bioRxiv.

Reproducibility of in-vivo 1 electrophysiological measurements 2 in mice 3

Nicholas A. Steinmetz, Matthew R Whiteway, Anne E. Urai, 2022 .

Reproducibility of in-vivo 1 electrophysiological measurements 2 in mice 3

Nicholas A. Steinmetz, Matthew R Whiteway, Anne E. Urai, 2022 .

Reproducibility of in-vivo 1 electrophysiological measurements 2 in mice 3

Nicholas A. Steinmetz, Matthew R Whiteway, Noam, 2022 .

Reproducibility of in-vivo 1 electrophysiological measurements 2 in mice 3

Nicholas A. Steinmetz, Matthew R Whiteway, Noam, 2022 .

Reproducibility of in-vivo 1 electrophysiological measurements 2 in mice 3

Nicholas A. Steinmetz, Matthew R Whiteway, Noam, 2022 .

Reproducibility of in-vivo 1 electrophysiological measurements 2 in mice 3

Nicholas A. Steinmetz, Matthew R Whiteway, Anne E. Urai, 2022 .

Brain-wide representations of prior information in mouse decision-making

Julia M. Huntenburg, Tatiana A. Engel, Jonathan W. Pillow, 2023, bioRxiv.

The spatial and temporal structure of neural activity across the fly brain

Matthew R Whiteway, Venkatakaushik Voleti, Neeli Mishra, 2023, Nature communications.

A study of animal action segmentation algorithms across supervised, unsupervised, and semi-supervised learning paradigms

Matthew R Whiteway, Nathaniel J. Miska, Neeli Mishra, 2024, ArXiv.

Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools.

Julia M. Huntenburg, Matthew R Whiteway, Anne E. Urai, 2024, Nature methods.