Abstract
Activity of neurons in the pre-Bötzinger complex within the mammalian brain stem has an important role in the generation of respiratory rhythms. Previous experimental results have shown that the dynamics of sodium and calcium within each cell may be responsible for various bursting mechanisms. In this paper, we study the bursting dynamics of the two-coupled pre-Bötzinger complex neurons. Using a combination of fast-slow decomposition and two-parameter bifurcation analysis, we explore the possible forms of dynamics that the model network can produce as well the transitions of in-phase and anti-phase bursting respectively.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Best J, Borisyuk A, Rubin J, Terman D, Wechselberger M (2005) The dynamic range of bursting in a model respiratory pacemaker network. SIAM J Appl Dyn Syst 4:1107–1139
Bi QS, Zhang R, Zhang ZD (2014) Bifurcation mechanism of bursting oscillations in parametrically excited dynamical system. Appl Math Comput 243:482–491
Butera RJ, Rinzel J, Smith JC (1999a) Models of respiratory rhythm generation in the pre-Bötzinger complex I. Bursting pacemaker neurons. J Neurophysiol 82:382–397
Butera RJ, Rinzel J, Smith JC (1999b) Models of respiratory rhythm generation in the pre-Bötzinger complex. II. Populations of coupled pacemaker neurons. J Neurophysiol 82:398–415
Butera RJ, Smith JC, Rinzel J (1997) Rhythm generation and synchronization in a population of bursting neurons with excitatory synaptic coupling: a model for the respiratory oscillator Kernel. Soc Neurosci Abstr 23:1252
Duan LX, Zhai DH, Tang XH (2012) Bursting induced by excitatory synaptic coupling in the pre-Bötzinger complex. Int J Bifurc Chaos 22:1250114
Gray PA, Rekling JC, Bocchiaro CM, Feldman JL (1999) Modulation of respiratory frequency by peptidergic input to rhythmogenic neurons in the pre-Bötzinger complex. J Sci 286:1566–1568
Gu HG, Xiao WW (2014) Difference between intermittent chaotic bursting and spiking of neural firing patterns. Int J Bifurc Chaos 24:1450082
Guo DQ, Wang QY, Perc M (2012) Complex synchronous behavior in interneuronal networks with delayed inhibitory and fast electrical synapses. Phys Rev E 85:061905
Izhikevich EM (2000) Neural excitability, spiking and bursting. Int J Bifurc Chaos 10:1171–1266
Jia B, Gu HG, Li L, Zhao XY (2012) Dynamics of period-doubling bifurcation to chaos in the spontaneous neural firing patterns. Cognit Neurodyn 6:89–106
Kuznetsov YA (2005) Elements of applied bifurcation theory. Springer, New York
Perc M, Marhl M (2003) Resonance effects determine the frequency of bursting Ca2+ oscillations. Chem Phys Lett 376:432–437
Perc M, Marhl M (2004a) Local dissipation and coupling properties of cellular oscillators: a case study on calcium oscillations. Bioelectrochemistry 62:1–10
Perc M, Marhl M (2004b) Synchronization of regular and chaotic oscillations: the role of local divergence and the slow passage effect. Int J Bifurc Chaos 14:2735–2751
Perc M, Marhl M (2007) Different types of bursting calcium oscillations in non-excitable cells. Chaos Solitons Fract 18:759–773
Perc M, Marko G, Marhl M (2007) Periodic calcium waves in coupled cells induced by internal noise. Chem Phys Lett 437:143–147
Rinzel J (1985) Bursting oscillations in an excitable membrane model. Ordinary and partial differential equations. Springer, Berlin, pp 304–316
Rubin J (2006) Bursting induced by excitatory synaptic coupling in non-identical conditional relaxation oscillators or square-wave burster. Phys Rev E 74:021917
Rubin JE, Shevtsova NA, Ermentrout GB et al (2009) Multiple rhythmic states in a model of the respiratory central pattern generator. J Neurophys 101:2146–2165
Smith JC, Ellenberger HH, Ballanyi K, Richter DW, Feldman JL (1991) Pre-Botzinger complex: a brainstem region that may generate respiratory rhythm in mammals. J Sci 254:726–729
Sun XJ, Lei JZ, Perc M, Kurths J, Chen GR (2011) Burst synchronization transitions in a neuronal network of sub-networks. Chaos 21:016110
Wang QY, Chen GR, Perc M (2011) Synchronous bursts on scale-free neuronal networks with attractive and repulsive coupling. PLoS ONE 6:e15851
Wang QY, Lu QS (2008) Synchronization transition induced by synaptic delay in coupled fast-spiking neurons. Int J Bifurc Chaos 18:1189C1198
Acknowledgments
This work is supported by National Natural Science Foundation of China (11472009), Science and Technology Project of Beijing Municipal Commission of Education (KM201410009012) and Construction Plan for Innovative Research Team of North China University of Technology(XN07005).
Author information
Authors and Affiliations
Corresponding author
Appendix
Appendix
For \(x\in \{s,m_P,m,h,n\}\), the function \({x}_{\infty }(v)\) takes the form \({x}_{\infty }(v)=\{1+ exp[(v-{\theta }_{x})/{\sigma }_{x}]\}^{-1}\), and for \({x}\in {h,n}\), the function \({\tau }_{x}(v)\) takes the form \({\tau }_{x}(v)\)= \({\tau }_{x}/cosh[(v-{\theta }_{x})/2{\sigma }_{x}]\). The parameter values are listed in the Table 1.
Rights and permissions
About this article
Cite this article
Duan, L., Liu, J., Chen, X. et al. Dynamics of in-phase and anti-phase bursting in the coupled pre-Bötzinger complex cells. Cogn Neurodyn 11, 91–97 (2017). https://doi.org/10.1007/s11571-016-9411-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11571-016-9411-3