Name
Title | ||
|---|---|---|
Dynamic Analysis And Simulation For Two Different Chaos-Like Stochastic Neural Firing Patterns Observed In Real Biological System |
Abstract | ||
|---|---|---|
In the present investigation, two neural firing patterns generated in the experimental neural pacemaker and simulated in the stochastic Chay model but not in the deterministic model, lying between period 2 bursting and period 3 bursting, were identified to be stochastic by the inter-event intervals (IEIs) analysis, although they exhibit chaos-like characteristics with the results of the inter-spike intervals (ISIs) analysis. The case I pattern was a transition between a string of period 2 burst and a string of period 3 burst, while between a single period 2 burst and a single period 3 burst in case II pattern. Two patterns were generated near a bifurcation point from period 2 bursting to period 3 bursting under the influence of noise by coherence resonance with the result of the bifurcation analysis. The Case I has exhibited coexistence of 2 bursting and period 3 bursting near the bifurcation while case II with no coexistence. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1007/978-3-319-63309-1_66 | INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2017, PT I |
Keywords | Field | DocType |
Stochastic neural firing pattern, Period adding bifurcation, Coherence resonance, Chaos | Bursting,Bifurcation analysis,Computer science,Bifurcation theory,Coherence (physics),Deterministic system,Artificial intelligence,Machine learning,Bifurcation | Conference |
Volume | ISSN | Citations |
10361 | 0302-9743 | 0 |
PageRank | References | Authors |
0.34 | 1 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Huijie Shang | 1 | 2 | 2.05 |
| Rongbin Xu | 2 | 37 | 10.01 |
| Dong Wang | 3 | 1 | 2.40 |