Functional Connectomics from Data: Probabilistic Graphical Models for Neuronal Network of C. elegans

Hexuan Liu, Jimin Kim, Eli Shlizerman

We propose a data-driven approach to represent neuronal network dynamics as a Probabilistic Graphical Model (PGM). Our approach learns the PGM structure by employing dimension redu…