Back to Search
Start Over
Phase diagrams and dynamics of a computationally efficient map-based neuron model.
- Source :
-
PLoS ONE . 3/30/2017, Vol. 12 Issue 3, p1-25. 25p. - Publication Year :
- 2017
-
Abstract
- We introduce a new map-based neuron model derived from the dynamical perceptron family that has the best compromise between computational efficiency, analytical tractability, reduced parameter space and many dynamical behaviors. We calculate bifurcation and phase diagrams analytically and computationally that underpins a rich repertoire of autonomous and excitable dynamical behaviors. We report the existence of a new regime of cardiac spikes corresponding to nonchaotic aperiodic behavior. We compare the features of our model to standard neuron models currently available in the literature. [ABSTRACT FROM AUTHOR]
- Subjects :
- *NEURONS
*BIFURCATION diagrams
*BIFURCATION theory
*APERIODICITY
*PERCEPTRONS
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 12
- Issue :
- 3
- Database :
- Academic Search Index
- Journal :
- PLoS ONE
- Publication Type :
- Academic Journal
- Accession number :
- 122173336
- Full Text :
- https://doi.org/10.1371/journal.pone.0174621