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physics.bio-ph2018
Maximum Entropy Principle Analysis in Network Systems with Short-time Recordings
Zhi-Qin John Xu, Jennifer Crodelle, Douglas Zhou +1
In many realistic systems, maximum entropy principle (MEP) analysis provides an effective characterization of the probability distribution of network states. However, to implement…
physics.bio-ph2018
Dynamical and Coupling Structure of Pulse-Coupled Networks in Maximum Entropy Analysis
Zhi-Qin John Xu, Douglas Zhou, David Cai
Maximum entropy principle (MEP) analysis with few non-zero effective interactions successfully characterizes the distribution of dynamical states of pulse-coupled networks in many…