Literature DB >> 23777519

Effect of phase response curve skewness on synchronization of electrically coupled neuronal oscillators.

Ramana Dodla1, Charles J Wilson.   

Abstract

We investigate why electrically coupled neuronal oscillators synchronize or fail to synchronize using the theory of weakly coupled oscillators. Stability of synchrony and antisynchrony is predicted analytically and verified using numerical bifurcation diagrams. The shape of the phase response curve (PRC), the shape of the voltage time course, and the frequency of spiking are freely varied to map out regions of parameter spaces that hold stable solutions. We find that type 1 and type 2 PRCs can hold both synchronous and antisynchronous solutions, but the shape of the PRC and the voltage determine the extent of their stability. This is achieved by introducing a five-piecewise linear model to the PRC and a three-piecewise linear model to the voltage time course, and then analyzing the resultant eigenvalue equations that determine the stability of the phase-locked solutions. A single time parameter defines the skewness of the PRC, and another single time parameter defines the spike width and frequency. Our approach gives a comprehensive picture of the relation of the PRC shape, voltage time course, and stability of the resultant synchronous and antisynchronous solutions.

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Year:  2013        PMID: 23777519      PMCID: PMC3819133          DOI: 10.1162/NECO_a_00488

Source DB:  PubMed          Journal:  Neural Comput        ISSN: 0899-7667            Impact factor:   2.026


  44 in total

1.  Dynamics of spiking neurons with electrical coupling.

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Journal:  Neural Comput       Date:  2000-07       Impact factor: 2.026

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Journal:  J Comput Neurosci       Date:  2003 May-Jun       Impact factor: 1.621

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4.  On the phase reduction and response dynamics of neural oscillator populations.

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Journal:  Neural Comput       Date:  2004-04       Impact factor: 2.026

Review 5.  Electrical synapses define networks of neocortical GABAergic neurons.

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Journal:  Trends Neurosci       Date:  2005-06       Impact factor: 13.837

6.  Synchronization of electrically coupled pairs of inhibitory interneurons in neocortex.

Authors:  Jaime G Mancilla; Timothy J Lewis; David J Pinto; John Rinzel; Barry W Connors
Journal:  J Neurosci       Date:  2007-02-21       Impact factor: 6.167

7.  Phase response curves in the characterization of epileptiform activity.

Authors:  J L Perez Velazquez; R F Galán; L Garcia Dominguez; Y Leshchenko; S Lo; J Belkas; R Guevara Erra
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2007-12-19

8.  Synchrony in excitatory neural networks.

Authors:  D Hansel; G Mato; C Meunier
Journal:  Neural Comput       Date:  1995-03       Impact factor: 2.026

9.  Striatal fast-spiking interneurons: from firing patterns to postsynaptic impact.

Authors:  Andreas Klaus; Henrike Planert; J J Johannes Hjorth; Joshua D Berke; Gilad Silberberg; Jeanette Hellgren Kotaleski
Journal:  Front Syst Neurosci       Date:  2011-07-13

10.  Experimental evidence and modeling studies support a synchronizing role for electrical coupling in the cat thalamic reticular neurons in vivo.

Authors:  Pablo Fuentealba; Sylvain Crochet; Igor Timofeev; Maxim Bazhenov; Terrence J Sejnowski; Mircea Steriade
Journal:  Eur J Neurosci       Date:  2004-07       Impact factor: 3.386

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  3 in total

1.  Synchronization of Electrically Coupled Resonate-and-Fire Neurons.

Authors:  Thomas Chartrand; Mark S Goldman; Timothy J Lewis
Journal:  SIAM J Appl Dyn Syst       Date:  2019-09-26       Impact factor: 2.316

2.  Effect of Phase Response Curve Shape and Synaptic Driving Force on Synchronization of Coupled Neuronal Oscillators.

Authors:  Ramana Dodla; Charles J Wilson
Journal:  Neural Comput       Date:  2017-05-31       Impact factor: 2.026

3.  Interaction function of oscillating coupled neurons.

Authors:  Ramana Dodla; Charles J Wilson
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2013-10-18
  3 in total

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