Mechanism of bistability: Tonic spiking and bursting in a neuron model
- 31 May 2005
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review E
- Vol. 71 (5) , 056214
- https://doi.org/10.1103/physreve.71.056214
Abstract
Neurons can demonstrate various types of activity; tonically spiking, bursting as well as silent neurons are frequently observed in electrophysiological experiments. The methods of qualitative theory of slow-fast systems applied to biophysically realistic neuron models can describe basic scenarios of how these regimes of activity can be generated and transitions between them can be made. Here we demonstrate that a bifurcation of a codimension one can explain a transition between tonic spiking behavior and bursting behavior. Namely, we argue that the Lukyanov-Shilnikov bifurcation of a saddle-node periodic orbit with noncentral homoclinics may initiate a bistability observed in a model of a leech heart interneuron under defined pharmacological conditions. This model can exhibit two coexisting types of oscillations: tonic spiking and bursting, depending on the initial state of the neuron model. Moreover, the neuron model also generates weakly chaotic bursts when a control parameter is close to the bifurcation values that correspond to homoclinic bifurcations of a saddle or a saddle-node periodic orbit.Keywords
This publication has 35 references indexed in Scilit:
- State-Dependent Processing of Sensory Stimuli by Thalamic Reticular NeuronsJournal of Neuroscience, 2003
- Bursts as a unit of neural information: selective communication via resonanceTrends in Neurosciences, 2003
- Encoding of Visual Information by LGN BurstsJournal of Neurophysiology, 1999
- Multirhythmic burstingChaos: An Interdisciplinary Journal of Nonlinear Science, 1998
- Bursts as a unit of neural information: making unreliable synapses reliableTrends in Neurosciences, 1997
- Principles of rhythmic motor pattern generationPhysiological Reviews, 1996
- Multiple modes of activity in a model neuron suggest a novel mechanism for the effects of neuromodulatorsJournal of Neurophysiology, 1994
- Thalamocortical Oscillations in the Sleeping and Aroused BrainScience, 1993
- A computational study of the effects of serotonin on a molluscan burster neuronBiological Cybernetics, 1993
- Nonlinear dynamics in a model neuron provide a novel mechanism for transient synaptic inputs to produce long-term alterations of postsynaptic activityJournal of Neurophysiology, 1993