Adaptive synchronization for the heterogeneous network of Hindmarsh-Rose neurons

Standard

Adaptive synchronization for the heterogeneous network of Hindmarsh-Rose neurons. / Semenov, Danila M.; Fradkov, Alexander L.

European Control Conference 2020, ECC 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 306-308 9143816 (European Control Conference 2020, ECC 2020).

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

Harvard

Semenov, DM & Fradkov, AL 2020, Adaptive synchronization for the heterogeneous network of Hindmarsh-Rose neurons. in European Control Conference 2020, ECC 2020., 9143816, European Control Conference 2020, ECC 2020, Institute of Electrical and Electronics Engineers Inc., pp. 306-308, 19th European Control Conference, ECC 2020, Saint Petersburg, Russian Federation, 12/05/20.

APA

Semenov, D. M., & Fradkov, A. L. (2020). Adaptive synchronization for the heterogeneous network of Hindmarsh-Rose neurons. In European Control Conference 2020, ECC 2020 (pp. 306-308). [9143816] (European Control Conference 2020, ECC 2020). Institute of Electrical and Electronics Engineers Inc..

Vancouver

Semenov DM, Fradkov AL. Adaptive synchronization for the heterogeneous network of Hindmarsh-Rose neurons. In European Control Conference 2020, ECC 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 306-308. 9143816. (European Control Conference 2020, ECC 2020).

Author

Semenov, Danila M. ; Fradkov, Alexander L. / Adaptive synchronization for the heterogeneous network of Hindmarsh-Rose neurons. European Control Conference 2020, ECC 2020. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 306-308 (European Control Conference 2020, ECC 2020).

BibTeX

@inproceedings{29ccd551dbed4323a3d5a74dca97e7aa,

title = "Adaptive synchronization for the heterogeneous network of Hindmarsh-Rose neurons",

abstract = "This work is primarily aimed at studying the reasons for the formation of the synchronous regimes of functioning of neural populations in the central nervous system of human or animal. It is well known that the synchronization of large number of the neurons in the central nervous system plays a key role in the formation of the brain waves. It was also shown that the variety of diseases in the central nervous system are directly related to abnormal synchronization of some neural populations. Nowadays, methods based on the use of electrical impulses to suppress pathological synchronization in certain areas of the brain are being actively applied in the therapy of these diseases. However, such methods are still at an early stage of development and require a qualitative mathematical description, which determines the relevance of the study.",

keywords = "adaptive control, control of networks, neural dynamics, neuroscience, speed gradient method, synchronization",

author = "Semenov, {Danila M.} and Fradkov, {Alexander L.}",

note = "Publisher Copyright: {\textcopyright} 2020 EUCA. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 19th European Control Conference, ECC 2020 ; Conference date: 12-05-2020 Through 15-05-2020",

year = "2020",

month = may,

language = "English",

series = "European Control Conference 2020, ECC 2020",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "306--308",

booktitle = "European Control Conference 2020, ECC 2020",

address = "United States",

url = "https://ecc20.eu/",

}

RIS

TY - GEN

T1 - Adaptive synchronization for the heterogeneous network of Hindmarsh-Rose neurons

AU - Semenov, Danila M.

AU - Fradkov, Alexander L.

PY - 2020/5

Y1 - 2020/5

N2 - This work is primarily aimed at studying the reasons for the formation of the synchronous regimes of functioning of neural populations in the central nervous system of human or animal. It is well known that the synchronization of large number of the neurons in the central nervous system plays a key role in the formation of the brain waves. It was also shown that the variety of diseases in the central nervous system are directly related to abnormal synchronization of some neural populations. Nowadays, methods based on the use of electrical impulses to suppress pathological synchronization in certain areas of the brain are being actively applied in the therapy of these diseases. However, such methods are still at an early stage of development and require a qualitative mathematical description, which determines the relevance of the study.

AB - This work is primarily aimed at studying the reasons for the formation of the synchronous regimes of functioning of neural populations in the central nervous system of human or animal. It is well known that the synchronization of large number of the neurons in the central nervous system plays a key role in the formation of the brain waves. It was also shown that the variety of diseases in the central nervous system are directly related to abnormal synchronization of some neural populations. Nowadays, methods based on the use of electrical impulses to suppress pathological synchronization in certain areas of the brain are being actively applied in the therapy of these diseases. However, such methods are still at an early stage of development and require a qualitative mathematical description, which determines the relevance of the study.

KW - adaptive control

KW - control of networks

KW - neural dynamics

KW - neuroscience

KW - speed gradient method

KW - synchronization

UR - http://www.scopus.com/inward/record.url?scp=85090155781&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85090155781

T3 - European Control Conference 2020, ECC 2020

SP - 306

EP - 308

BT - European Control Conference 2020, ECC 2020

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 19th European Control Conference, ECC 2020

Y2 - 12 May 2020 through 15 May 2020

ER -

ID: 75994068