9 citations · 33 across the 17 of their papers we have counts for
3 papers · 1 filter
Swift Two-sample Test on High-dimensional Neural Spiking Data
Zhi-Qin John Xu, Douglas Zhou, David Cai
To understand how neural networks process information, it is important to investigate how neural network dynamics varies with respect to different stimuli. One challenging task is…
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…
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…