4.5 Article

Chaotic Bursting Dynamics and Coexisting Multistable Firing Patterns in 3D Autonomous Morris-Lecar Model and Microcontroller-Based Validations

Journal

Publisher

WORLD SCIENTIFIC PUBL CO PTE LTD
DOI: 10.1142/S0218127419501347

Keywords

Morris-Lecar (M-L) neuron model; chaotic bursting; coexisting multistable firings; bifurcation mechanism; electronic neuron

Funding

  1. National Natural Science Foundations of China [51777016, 11602035, 61801054, 61601062]
  2. Natural Science Foundations of Jiangsu Province, China [BK20160282]

Ask authors/readers for more resources

A three-dimensional (3D) autonomous Morris Lecar (simplified as M-L) neuron model with fast and slow structures was proposed to generate periodic bursting behaviors. However, chaotic bursting dynamics and coexisting multistable firing patterns have been rarely discussed in such a 3D M-L neuron model. For some specified model parameters, MATLAR numerical plots are executed by bifurcation plots, time sequences, phase plane plots, and 0-1 tests, from which diverse forms of chaotic bursting, chaotic tonic-spiking, and periodic bursting behaviors are uncovered in the 3D M-L neuron model. Furthermore, based on the theoretically constructing fold/Hopf bifurcation sets of the fast subsystem, the bifurcation mechanism for the chaotic bursting behaviors is thereby expounded qualitatively. Particularly, through numerically plotting the attraction basins related to the initial states under two sets of specific parameters, coexisting multistable firing patterns are demonstrated in the 3D M-L neuron model also. Finally, a digitally circuit-implemented electronic neuron is generated based on a low-power microcontroller and its experimentally captured results faultlessly validate the numerical plots.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.5
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available