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

Fingerprint

Random Networks
Neurons
Neuron
Time Delay
Time delay
Low Frequency
Conduction
Electric Field
Electric fields
Interaction

All Science Journal Classification (ASJC) codes

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

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
Zhao, Jia ; Qin, Yingmei ; Qin, Zhuanping ; Han, Chunxiao ; Che, Yanqiu. / Vibrational resonance influenced by the neuronal heterogeneity in a random network with time delays. Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 558-562 (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018).
@inproceedings{5710218166d140d288f8860f5da9e53a,
title = "Vibrational resonance influenced by the neuronal heterogeneity in a random network with time delays",
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.",
author = "Jia Zhao and Yingmei Qin and Zhuanping Qin and Chunxiao Han and Yanqiu Che",
year = "2018",
month = "6",
day = "8",
doi = "10.1109/ICACI.2018.8377520",
language = "English (US)",
series = "Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "558--562",
booktitle = "Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018",
address = "United States",

}

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. Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018, Institute of Electrical and Electronics Engineers Inc., pp. 558-562, 10th International Conference on Advanced Computational Intelligence, ICACI 2018, Xiamen, Fujian, China, 3/29/18. https://doi.org/10.1109/ICACI.2018.8377520

Vibrational resonance influenced by the neuronal heterogeneity in a random network with time delays. / Zhao, Jia; Qin, Yingmei; Qin, Zhuanping; Han, Chunxiao; Che, Yanqiu.

Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 558-562 (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018).

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

TY - GEN

T1 - Vibrational resonance influenced by the neuronal heterogeneity in a random network with time delays

AU - Zhao, Jia

AU - Qin, Yingmei

AU - Qin, Zhuanping

AU - Han, Chunxiao

AU - Che, Yanqiu

PY - 2018/6/8

Y1 - 2018/6/8

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85049777241&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85049777241&partnerID=8YFLogxK

U2 - 10.1109/ICACI.2018.8377520

DO - 10.1109/ICACI.2018.8377520

M3 - Conference contribution

AN - SCOPUS:85049777241

T3 - Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018

SP - 558

EP - 562

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

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

Zhao J, Qin Y, Qin Z, Han C, Che Y. 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. Institute of Electrical and Electronics Engineers Inc. 2018. p. 558-562. (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018). https://doi.org/10.1109/ICACI.2018.8377520