Approximate Inference for Time-varying Interactions and Macroscopic Dynamics of Neural Populations

Christian Donner, Klaus Obermayer, Hideaki Shimazaki

The models in statistical physics such as an Ising model offer a convenient way to characterize stationary activity of neural populations. Such stationary activity of neurons may b…