Before revision:  In this study, we estimate influence on observed neurons from unobserved neurons based on probabilistic firing model and abstract the connections among observed neurons.
After revision:  In this study, we estimate influence on observed neurons from unobserved neurons based on the property of a sum of random variables, the proposed method estimates the influence of unobserved neurons on observed neurons and extracts only the correlations among observed neurons.