MW
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