PMID: 11909104Mar 23, 2002Paper

Synchrony arising from a balanced synaptic plasticity in a network of heterogeneous neural oscillators

Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics
Jan Karbowski, G Bard Ermentrout

Abstract

We investigate the dynamics of a recurrent network of coupled heterogeneous neural oscillators with experimentally observed spike-timing-dependent synaptic plasticity. We show both theoretically and by computer simulations that, in a regime of a balance between synaptic potentiation and depression, the network of such oscillators converges to a stable synchronous state. The stability of this state is fostered by flexible synaptic weights which adjust themselves based on the relative timing of firing of pre- and postsynaptic oscillators.

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Citations

Mar 30, 2007·Journal of Computational Neuroscience·Naoki Masuda, Hiroshi Kori
Sep 3, 2011·Journal of Computational Neuroscience·Sergio Oscar Verduzco-FloresBard Ermentrout
May 4, 2005·Trends in Neurosciences·Guo-Qiang Bi, Jonathan Rubin
Dec 7, 2007·PLoS Computational Biology·Michael Graupner, Nicolas Brunel
Nov 25, 2011·Neural Networks : the Official Journal of the International Neural Network Society·Sergio Verduzco-FloresMark Bodner
Apr 11, 2008·Neuron·Evgueniy V Lubenov, Athanassios G Siapas
Jun 21, 2014·Neural Networks : the Official Journal of the International Neural Network Society·Takaaki Aoki
Aug 21, 2015·PLoS Computational Biology·Gabriel Koch OckerBrent Doiron
Dec 9, 2014·PloS One·Zahra Ghasemi Esfahani, Alireza Valizadeh
Apr 16, 2016·PLoS Computational Biology·Yotam Luz, Maoz Shamir
Dec 31, 2004·Journal of Neurophysiology·Jonathan E RubinCarson C Chow
Jul 23, 2008·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Hideyuki CâteauTomoki Fukai
Mar 5, 2009·Physical Review Letters·Takaaki Aoki, Toshio Aoyagi
Jun 13, 2009·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Yuko K TakahashiNaoki Masuda
Jul 7, 2011·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Z WangK Aihara
Feb 14, 2015·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Takaaki AokiToshio Aoyagi
Aug 31, 2018·Scientific Reports·Sarit Soloduchin, Maoz Shamir
Apr 27, 2011·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Clara B Picallo, Hermann Riecke
Feb 7, 2012·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Takaaki Aoki, Toshio Aoyagi
Feb 23, 2021·Frontiers in Physiology·Ali Khaledi-NasabPeter A Tass
Sep 26, 2012·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·M Bayati, A Valizadeh

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