19 citations · 19 across the 4 of their papers we have counts for
4 papers
Mutual Information Rate -- Linear Noise Approximation and Exact Computation
Manuel Reinhardt, Age J. Tjalma, Anne-Lena Moor +2
Efficient information processing is crucial for both living organisms and engineered systems. The mutual information rate, a core concept of information theory, quantifies the amou…
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…
State- versus Reaction-Based Information Processing in Biochemical Networks
Anne-Lena Moor, Age Tjalma, Manuel Reinhardt +2
Trajectory mutual information is frequently used to quantify information transfer in biochemical systems. Tractable solutions of the trajectory mutual information can be obtained v…
Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories
Manuel Reinhardt, Gašper Tkačik, Pieter Rein ten Wolde
Most natural and engineered information-processing systems transmit information via signals that vary in time. Computing the information transmission rate or the information encode…