David Shorten

This paper introduces a continuous-time estimator of Transfer Entropy for spike trains, demonstrating its effectiveness in inferring effective neuronal networks and outperforming existing methods.

This paper quantifies changes in information flow during neural development using dissociated cell cultures and finds early lock-in of spatial structure and computational roles.

This paper introduces a continuous-time transfer entropy estimator for event-based data, showing improved accuracy and efficiency compared to discrete-time methods.