Input optimal control strategy for the desynchronization of coupled neurons

Xile Wei; Nan Chen; Meili Lu; Bin Deng; Jiang Wang; Yanqiu Che; Chunxiao Han

doi:10.1109/BMEI.2012.6513148

Input optimal control strategy for the desynchronization of coupled neurons

Xile Wei
, Nan Chen
, Meili Lu
, Bin Deng
, Jiang Wang
, Yanqiu Che
, Chunxiao Han

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We consider the problem of desynchronizing the neurons cluster with a single optimal input. This is done through the method of discrete dynamic programming. Based on the basis of the models, such as Hodgkin-Huxley neuron model, we add the optimal control input and then study the optimal input stimulation with different coupling strengths between neurons. By appropriate discretization we can combine continuous neuron equation with discrete dynamic programming and obtain the optimal input. Also we find out that the desynchronous rates of the nervous systems are closely related to its dynamic characteristics and coupling manners.

Original language	English (US)
Title of host publication	2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012
Pages	1020-1024
Number of pages	5
DOIs	https://doi.org/10.1109/BMEI.2012.6513148
State	Published - Dec 1 2012
Event	2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012 - Chongqing, China Duration: Oct 16 2012 → Oct 18 2012

Publication series

Name	2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012

Other

Other	2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012
Country/Territory	China
City	Chongqing
Period	10/16/12 → 10/18/12

All Science Journal Classification (ASJC) codes

Biomedical Engineering
Health Informatics

Access to Document

10.1109/BMEI.2012.6513148

Cite this

Wei, X., Chen, N., Lu, M., Deng, B., Wang, J., Che, Y., & Han, C. (2012). Input optimal control strategy for the desynchronization of coupled neurons. In 2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012 (pp. 1020-1024). Article 6513148 (2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012). https://doi.org/10.1109/BMEI.2012.6513148

@inproceedings{4fbac77dd2f64a0b9e79b4ebebd2129a,

title = "Input optimal control strategy for the desynchronization of coupled neurons",

abstract = "We consider the problem of desynchronizing the neurons cluster with a single optimal input. This is done through the method of discrete dynamic programming. Based on the basis of the models, such as Hodgkin-Huxley neuron model, we add the optimal control input and then study the optimal input stimulation with different coupling strengths between neurons. By appropriate discretization we can combine continuous neuron equation with discrete dynamic programming and obtain the optimal input. Also we find out that the desynchronous rates of the nervous systems are closely related to its dynamic characteristics and coupling manners.",

author = "Xile Wei and Nan Chen and Meili Lu and Bin Deng and Jiang Wang and Yanqiu Che and Chunxiao Han",

year = "2012",

month = dec,

day = "1",

doi = "10.1109/BMEI.2012.6513148",

language = "English (US)",

isbn = "9781467311816",

series = "2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012",

pages = "1020--1024",

booktitle = "2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012",

note = "2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012 ; Conference date: 16-10-2012 Through 18-10-2012",

}

Wei, X, Chen, N, Lu, M, Deng, B, Wang, J, Che, Y & Han, C 2012, Input optimal control strategy for the desynchronization of coupled neurons. in 2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012., 6513148, 2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012, pp. 1020-1024, 2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012, Chongqing, China, 10/16/12. https://doi.org/10.1109/BMEI.2012.6513148

Input optimal control strategy for the desynchronization of coupled neurons. / Wei, Xile; Chen, Nan; Lu, Meili et al.
2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012. 2012. p. 1020-1024 6513148 (2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Input optimal control strategy for the desynchronization of coupled neurons

AU - Wei, Xile

AU - Chen, Nan

AU - Lu, Meili

AU - Deng, Bin

AU - Wang, Jiang

AU - Che, Yanqiu

AU - Han, Chunxiao

PY - 2012/12/1

Y1 - 2012/12/1

N2 - We consider the problem of desynchronizing the neurons cluster with a single optimal input. This is done through the method of discrete dynamic programming. Based on the basis of the models, such as Hodgkin-Huxley neuron model, we add the optimal control input and then study the optimal input stimulation with different coupling strengths between neurons. By appropriate discretization we can combine continuous neuron equation with discrete dynamic programming and obtain the optimal input. Also we find out that the desynchronous rates of the nervous systems are closely related to its dynamic characteristics and coupling manners.

AB - We consider the problem of desynchronizing the neurons cluster with a single optimal input. This is done through the method of discrete dynamic programming. Based on the basis of the models, such as Hodgkin-Huxley neuron model, we add the optimal control input and then study the optimal input stimulation with different coupling strengths between neurons. By appropriate discretization we can combine continuous neuron equation with discrete dynamic programming and obtain the optimal input. Also we find out that the desynchronous rates of the nervous systems are closely related to its dynamic characteristics and coupling manners.

UR - https://www.scopus.com/pages/publications/84886440182

UR - https://www.scopus.com/pages/publications/84886440182#tab=citedBy

U2 - 10.1109/BMEI.2012.6513148

DO - 10.1109/BMEI.2012.6513148

M3 - Conference contribution

AN - SCOPUS:84886440182

SN - 9781467311816

T3 - 2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012

SP - 1020

EP - 1024

BT - 2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012

T2 - 2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012

Y2 - 16 October 2012 through 18 October 2012

ER -

Input optimal control strategy for the desynchronization of coupled neurons

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this