Recurrent point processes with dependent interference with reference to neuronal spike trains

Abstract

The interaction between a recurrent point process and another point process, generated directly or indirectly by the former, is treated as an extension of the interaction of two independent recurrent processes. The model originated from, and is thought applicable to, the statistical analysis of nerve cell discharge patterns. Applications of the theory to optimization problems in other fields are considered.