Ivor Simpson

This paper introduces LEMING, a method to model voxel-level disease progression in neurodegenerative diseases, revealing new insights into acetylcholine receptor associations with amyloid and atrophy events.

The paper improves species detection in soundscape recordings by modifying VAEs to model temporal shift-invariance, enhancing accuracy and interpretability compared to existing methods.

This study uses EEG to show how external cues and internal goals influence memory retrieval by analyzing neural pattern reinstatement during recall tasks.

This paper develops a variational auto-encoder to learn interpretable acoustic features from ecoacoustic data and demonstrates its ability to infer habitat degradation levels.