Brian R. Mullen

Population decoding of sound source location by receptive field neurons in the mouse superior colliculus

The paper develops a population decoding model to predict sound source location using mouse superior colliculus neurons, showing that mutual information weighted models perform best with RF neurons.

Data-driven filtration and segmentation of mesoscale neural dynamics

The paper develops a data-driven method to filter artifacts and segment functional units from cortical activity recordings in awake mice.

Automated classification of signal sources in mesoscale calcium imaging

The paper develops a supervised machine learning classifier to distinguish neural activity from artifacts in mesoscale calcium imaging data, achieving performance comparable to human identification.