Vibrational resonance influenced by the neuronal heterogeneity in a random network with time delays

Jia Zhao, Yingmei Qin, Zhuanping Qin, Chunxiao Han, Yanqiu Che

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The effects of neuronal heterogeneity on the interaction of high-frequency electrical field and the firing activities of a random network under the stimuli of subthreshold low-frequency electrical field are studied in detail. It is found that both the types of neurons and the distribution of synaptic strength can modulate the firing activities of the network under the low-frequency electric field. Moreover, the time delays between neurons can also influence the performance of vibrational resonance (VR) phenomenon induced by the two types of electrical fields. As the network here is constructed with similar characteristics (e.g., the ratio of inhibitory neurons and excitatory neurons, the connection probability of neurons, and the axonal conduction delays) as that in the mammalian neocortex, the results should have some suggestions for the application of electrical field stimuli (such as the transcranial electric stimulation) that frequently used nowadays.

Original languageEnglish (US)
Title of host publicationProceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages558-562
Number of pages5
ISBN (Electronic)9781538643624
DOIs
StatePublished - Jun 8 2018
Event10th International Conference on Advanced Computational Intelligence, ICACI 2018 - Xiamen, Fujian, China
Duration: Mar 29 2018Mar 31 2018

Publication series

NameProceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018

Other

Other10th International Conference on Advanced Computational Intelligence, ICACI 2018
CountryChina
CityXiamen, Fujian
Period3/29/183/31/18

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Networks and Communications
  • Modeling and Simulation
  • Control and Optimization

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  • Cite this

    Zhao, J., Qin, Y., Qin, Z., Han, C., & Che, Y. (2018). Vibrational resonance influenced by the neuronal heterogeneity in a random network with time delays. In Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018 (pp. 558-562). (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICACI.2018.8377520