Alice Despatin

Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics

Simultaneous recordings from thousands of neurons across multiple brain areas reveal rich mixtures of activity that are shared between regions and dynamics that are unique to each region. Existing alignment or multi-view methods neglect temporal structure, whereas dynamical latent-variable models ca…