Matt Whiteway

Publications

• BehaveNet: Nonlinear embedding and Bayesian neural decoding of behavioral videos
• Revealing unobserved factors underlying cortical activity with a rectified latent variable model applied to neural population recordings
• The quest for interpretable models of neural population activity
• Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools
• Local synchronization in complex networks of coupled oscillators
• Parallel Processing of Sound Dynamics across Mouse Auditory Cortex via Spatially Patterned Thalamic Inputs and Distinct Areal Intracortical Circuits
• The spatial and temporal structure of neural activity across the fly brain
• Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
• Semi-supervised sequence modeling for improved behavioral segmentation
• Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders
• Flygenvectors: The spatial and temporal structure of neural activity across the fly brain
• Coordination and persistence of aggressive visual communication in Siamese fighting fish
• Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools
• Behavioral modulations can alter the visual tuning of neurons in the mouse thalamocortical pathway