David Haydock

AutoNeuro enables real-time fMRI with adaptive task design by integrating acquisition, preprocessing, and Bayesian optimization for closed-loop neuroimaging.

The paper shows natural sound categories are organized across continuous cortical gradients integrating acoustic and semantic information, revealing a new framework for understanding auditory perception.

The paper uses kriging to show that task-induced brain activity increases can be predicted from activity decreases, revealing topographically determined antagonistic relationships.