ANALYSIS OF THE DIGITAL SPIKING NEURONS WITH SPIKE PHASE MAP

This paper studies the transient phenomena and steady state of the digital spiking neurons. This is switched dynamical systems thet can generate various spike-trains. The neurons can have co-existing periodic spike-trains and exhibit one of them depending on the wiring pattern and the initial value. We demonstrate several typical phenomena. Using the mapping produce, such phenomena are analyzed precisely