Summary
International Symposium on Nonlinear Theory and its Applications
2010
Session Number:C2L-C
Session:
Number:C2L-C2
Analysis of Spike-Trains from Simple Resonate-and-Fire Chaotic Circuit
Satoshi Imai, Toshimichi Saito,
pp.549-552
Publication Date:2010/9/5
Online ISSN:2188-5079
Summary:
This paper studies characteristics of interspike intervals of simple chaotic spiking neurons having piecewise constant vector field. The circuit repeats vibrateand-fire dynamics and can output various spike-trains. Using the piecewise exact solution, we can derive the return map and can analyze the dynamics precisely. Using the histogram and recurrence plot of the spike-trains, we classify the characteristics for some key parameters.