Michael Hausser

Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit

Population activity measurement by calcium imaging can be combined with cellular resolution optogenetic activity perturbations to enable the mapping of neural connectivity in vivo. This requires accurate inference of perturbed and unperturbed neural activity from calcium imaging measurements, which…