Paul Bandow

Deep Representation Learning on Whole-Brain Population Dynamics Uncovers Geometrically Separable Neural Codes

The paper develops a deep-learning framework to learn interpretable representations of whole-brain neural dynamics in Drosophila without neuronal identification, revealing factorized organization along metabolic state, sensory modality, and stimulus valence axes.

A dopamine-gated learning circuit underpins reproductive state-dependent odor preference in Drosophila females

The paper identifies a dopamine-gated learning circuit in Drosophila females that links mating experiences to long-lasting changes in odor preference behavior.