Table of Contents Author Guidelines Submit a Manuscript
Computational Intelligence and Neuroscience
Volume 2016, Article ID 6023547, 8 pages
http://dx.doi.org/10.1155/2016/6023547
Research Article

Rhythmic Oscillations of Excitatory Bursting Hodkin-Huxley Neuronal Network with Synaptic Learning

Engineering Research Center of Digitized Textile & Apparel Technology, College of Information Science and Technology, Donghua University, Shanghai 201620, China

Received 27 November 2015; Accepted 24 February 2016

Academic Editor: Hiroki Tamura

Copyright © 2016 Qi Shi et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. P. J. Uhlhaas and W. Singer, “Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology,” Neuron, vol. 52, no. 1, pp. 155–168, 2006. View at Publisher · View at Google Scholar · View at Scopus
  2. K. Abuhassan, D. Coyle, and L. Maguire, “Compensating for thalamocortical synaptic loss in Alzheimer's disease,” Frontiers in Computational Neuroscience, vol. 8, article 65, 2014. View at Publisher · View at Google Scholar · View at Scopus
  3. M. S. Baptista, F. M. Moukam Kakmeni, and C. Grebogi, “Combined effect of chemical and electrical synapses in Hindmarsh-Rose neural networks on synchronization and the rate of information,” Physical Review E, vol. 82, no. 3, Article ID 036203, 12 pages, 2010. View at Publisher · View at Google Scholar · View at Scopus
  4. H. T. Yu, J. Wang, C. Liu, B. Deng, and X. Wei, “Delay-induced synchronization transitions in small-world neuronal networks with hybrid electrical and chemical synapses,” Physica A: Statistical Mechanics and Its Applications, vol. 392, no. 21, pp. 5473–5480, 2013. View at Publisher · View at Google Scholar · View at Scopus
  5. H. T. Yu, X. M. Guo, J. Wang, B. Deng, and X. Wei, “Spike coherence and synchronization on Newman-Watts small-world neuronal networks modulated by spike-timing-dependent plasticity,” Physica A: Statistical Mechanics and its Applications, vol. 419, pp. 307–317, 2015. View at Publisher · View at Google Scholar · View at Scopus
  6. E. L. Lameu, C. A. Batista, A. M. Batista et al., “Suppression of bursting synchronization in clustered scale-free (rich-club) neuronal networks,” Chaos, vol. 22, Article ID 043149, 2012. View at Publisher · View at Google Scholar · View at Scopus
  7. H. Yu, J. Wang, C. Liu, B. Deng, and X. Wei, “Delay-induced synchronization transitions in modular scale-free neuronal networks with hybrid electrical and chemical synapses,” Physica A: Statistical Mechanics and its Applications, vol. 405, pp. 25–34, 2014. View at Publisher · View at Google Scholar · View at Scopus
  8. C. A. S. Batista, R. L. Viana, F. A. S. Ferrari, and S. R. Lopes, “Control of bursting synchronization in networks of Hodgkin-Huxley-type neurons with chemical synapses,” Physical Review E, vol. 87, Article ID 042713, 2013. View at Google Scholar
  9. F. Han, Z. J. Wang, Y. Du, X. J. Sun, and B. Zhang, “Robust synchronization of bursting Hodgkin-Huxley neuronal systems coupled by delayed chemical synapses,” International Journal of Non-Linear Mechanics, vol. 70, pp. 105–111, 2015. View at Publisher · View at Google Scholar · View at Scopus
  10. E. M. Izhikevich and N. S. Desai, “Relating STDP to BCM,” Neural Computation, vol. 15, no. 7, pp. 1511–1523, 2003. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at Scopus
  11. R. R. Borges, F. S. Borges, E. L. Lameu et al., “Effects of the spike timing-dependent plasticity on the synchronisation in a random Hodgkin–Huxley neuronal network,” Communications in Nonlinear Science and Numerical Simulation, vol. 34, pp. 12–22, 2016. View at Publisher · View at Google Scholar
  12. H. Yu, X. Guo, J. Wang, B. Deng, and X. Wei, “Spike coherence and synchronization on Newman-Watts small-world neuronal networks modulated by spike-timing-dependent plasticity,” Physica A: Statistical Mechanics and its Applications, vol. 419, pp. 307–317, 2015. View at Publisher · View at Google Scholar · View at Scopus
  13. F. Han, M. Wiercigroch, J. A. Fang, and Z. J. Wang, “Excitement and synchronization of small-worldneuronal networks with short-term synaptic plasticity,” International Journal of Neural Systems, vol. 21, no. 05, pp. 415–425, 2011. View at Publisher · View at Google Scholar