Ying-Chao Ren

Scale-mixture Langevin sampling in the subspaces of recurrent cortical circuit dynamics

Recurrent cortical circuits are hypothesized to perform Bayesian posterior sampling through their stochastic dynamics. Yet identifying which sampling algorithm a circuit intrinsically implements, as opposed to mapping manually designing algorithms onto circuits, requires rigorous theoretical analysis of the biological...