Stochastic Relationships for Neurons and Neuron Pair Networks.

摘要

The report discusses mathematical models for neurons and neuron pair networks. Models are developed in which the parameters are related to basic physiological properties. Mechanisms for the generation of spike trains with interspike interval correlations (a nonrenewal processes) in neuron pair networks are studied. Analytical results are obtained to statistically describe spike trains generated by these networks.