Abstract
The brain consists of many interconnected systems and subsystems that have unidirectional or bidirectional connectivities. In this paper, we consider a two-layer neuronal network with unidirectional interlayer connections to investigate the effects of one layer on the other one. Two one-dimensional ring networks with non-local couplings construct the two-layer network. The couplings are considered to be linear to describe the electrical synapses. At first, the independent layer, which is not affected by the other layer, is analysed. Different patterns such as synchronizations, non-stationary chimera state and imperfect synchronization are observed in such solo network. Then the two-layer network is investigated by varying three coupling strengths of intra-layer and inter-layer links. The results show that the first layer can change the behaviour of neurons in the second layer according to the values of coupling strengths. The interaction of the interlayer and intralayer couplings can also induce the emergence of imperfect chimera state, which was not observed in the monolayer network. These self-organized phenomena can have strong relations with brain functions and malfunctions.
Article PDF
Similar content being viewed by others
Avoid common mistakes on your manuscript.
References
A.E. Pereda, Nat. Rev. Neurosci. 15, 250 (2014)
A. Pereda, D.S. Faber, Front. Mol. Neurosci. 11, 427 (2018)
M. Dhamala, V.K. Jirsa, M. Ding, Phys. Rev. Lett. 92, 074104 (2004)
Y. Hao, Y. Gong, L. Wang, X. Ma, C. Yang, Chaos Solitons Fractals 44, 260 (2011)
X. Sun, J. Lei, M. Perc, J. Kurths, G. Chen, Chaos 21, 016110 (2011)
J. Tang, J. Ma, M. Yi, H. Xia, X. Yang, Phys. Rev. E 83, 046207 (2011)
T.I. Netoff, M.I. Banks, A.D. Dorval, C.D. Acker, J.S. Haas, N. Kopell, J.A. White, J. Neurophysiol. 93, 1197 (2005)
I. Belykh, E. de Lange, M. Hasler, Phys. Rev. Lett. 94, 188101 (2005)
P. Jiruska, M. De Curtis, J.G. Jefferys, C.A. Schevon, S.J. Schiff, K. Schindler, J. Physiol. 591, 787 (2013)
M.G. Knyazeva, C. Carmeli, A. Khadivi, J. Ghika, R. Meuli, R.S. Frackowiak, Neurobiol. Aging 34, 694 (2013)
T. Liu, P. Lin, Y. Chen, J. Wang, Bio-med. Mater. Eng. 24, 1035 (2014)
S. Majhi, M. Perc, D. Ghosh, Sci. Rep. 6, 39033 (2016)
D.M. Abrams, S.H. Strogatz, Phys. Rev. Lett. 93, 174102 (2004)
D. Dudkowski, Y. Maistrenko, T. Kapitaniak, Phys. Rev. E 90, 032920 (2014)
J. Hizanidis, N.E. Kouvaris, Z.-L. Gorka, A. Daz-Guilera, C.G. Antonopoulos, Sci. Rep. 6, 19845 (2016)
P. Jaros, Y. Maistrenko, T. Kapitaniak, Phys. Rev. E 91, 022907 (2015)
F.P. Kemeth, S.W. Haugland, L. Schmidt, I.G. Kevrekidis, K. Krischer, Chaos 26, 094815 (2016)
S. Majhi, M. Perc, D. Ghosh, Chaos 27, 073109 (2017)
A. Mishra, S. Saha, D. Ghosh, G.V. Osipov, S.K. Dana, Opera Med. Physiol. 3, 14 (2017)
A. Schmidt, T. Kasimatis, J. Hizanidis, A. Provata, P. Hövel, Phys. Rev. E 95, 032224 (2017)
Z. Wei, F. Parastesh, H. Azarnoush, S. Jafari, D. Ghosh, M. Perc, M. Slavinec, Europhys. Lett. 123, 48003 (2018)
Z.-M. Wu, H.-Y. Cheng, Y. Feng, H.-H. Li, Q.-L. Dai, J.-Z. Yang, Front. Phys. 13, 130503 (2018)
F. Battiston, V. Nicosia, V. Latora, Phys. Rev. E 89, 032804 (2014)
S. Boccaletti, G. Bianconi, R. Criado, C.I. Del Genio, J. Gómez-Gardenes, M. Romance, I. Sendina-Nadal, Z. Wang, M. Zanin, Phys. Rep. 544, 1 (2014)
S. Gomez, A. Diaz-Guilera, J. Gomez-Gardenes, C.J. Perez-Vicente, Y. Moreno, A. Arenas, Phys. Rev. Lett. 110, 028701 (2013)
X. Zhang, S. Boccaletti, S. Guan, Z. Liu, Phys. Rev. Lett. 114, 038701 (2015)
M. Kivelä, A. Arenas, M. Barthelemy, J.P. Gleeson, Y. Moreno, M.A. Porter, J. Complex Networks 2, 203 (2014)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Li, X., Xu, T. & Li, J. Synchronization and chimera states in a multilayer neuronal network with unidirectional interlayer links. Eur. Phys. J. Spec. Top. 228, 2419–2427 (2019). https://doi.org/10.1140/epjst/e2019-900014-7
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1140/epjst/e2019-900014-7