2002•Unpublished venueRequires access

Stochastic modeling of miniature end-plate potential occurrences with self-exciting point processes

Hiroyuki Mino

Abstract

This paper presents a stochastic modeling of random occurrences of the miniature end-plate potentials observed at the frog neuromuscular junction by self-exciting point processes, and also provides a procedure for estimating the parameters which characterize the self-exciting point process with the expectation maximization algorithm.

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Available abstract

Key concepts: Point process, Stochastic process, Point (geometry), Maximization, Process (computing), Computer science, Stochastic geometry, Expectation–maximization algorithm