ML-PWS: Estimating the Mutual Information Between Experimental Time Series Using Neural Networks

Manuel Reinhardt, Gašper Tkačik, Pieter Rein ten Wolde

The ability to quantify information transmission is crucial for the analysis and design of both natural and engineered systems. For systems driven by time-varying signals, the fund…