Abstract
In this paper, we study a four-dimensional inertial two-nervous system with delay. By analyzing the distribution of eigenvalues, the critical value of zero-Hopf bifurcation is obtained. Complex dynamic behaviors are considered when two parameters change simultaneously. Pitchfork and Hopf bifurcation critical lines at near the zero-Hopf point are obtained by using the central manifold reduction and the normal form theory. The bifurcation diagram is given, and the results of period-doubling bifurcation into chaotic region in the inertial two-neural system with delayed Crespi function are shown.
Similar content being viewed by others
References
Z.C. Wei, F. Parastesh, H. Azarnoush, S. Jafari, D. Ghosh, M. Perc, M. Slavinec, Europhys. Lett. 123, 48003 (2018)
H. Wang, Q. Wang, Q. Lu, Y. Zheng, Cogn. Neurodyn. 7, 121 (2013)
L. Chen, K. Aihara, IEEE Trans. Circuits Syst. I Fundam. Theory App. 46, 974 (1999)
L. Wang, H.A. Shi, IEEE Trans. Neural Networks 17, 989 (2006)
A. Bandyopadhyay, S. Kar, Appl. Math. Comput. 333, 194 (2018)
B.C. Bao, A.H. Hu, Q. Xu, Nonlinear Dyn. 92, 1695 (2018)
H. Bao, W.B. Liu, A.H. Hu, Nonlinear Dyn. 95, 43 (2019)
S. Mostaghimi, F. Nazarimehr, S. Jafari, J. Ma, Appl. Math. Comput. 348, 42 (2019)
F. Nazarimehr, A. Ghaffari, S. Jafari, S.M.R.H. Golpayegani, Int. J. Bifurc. Chaos 29, 1950030 (2019)
J.J. Hopfield, Proc. Natl. Acad. Sci. 79, 2554 (1982)
J.L. Hindmarsh, R.M. Rose, Nature 296, 162 (1982)
J.L. Hindmarsh, R.M. Rose, Philos. Trans. R. Soc. B 221, 87 (1984)
J.J. Hopfield, Proc. Natl. Acad. Sci. 81, 3088 (1984)
D.W. Wheeler, W.C. Schieve, Physica D 105, 267 (1997)
H.Y. Zhao, J.D. Cao, Neural Networks 18, 1332 (2005)
I.T. Hettiarachchi, S. Lakshmanan, A. Bhatti, Nonlinear Dyn. 86, 1249 (2016)
K. Pakdaman, C. Grotta-Ragazzo, C.P. Malta, Phys. Rev. E 58, 3623 (1998)
W.W. Yu, J.D. Cao, Phys. Lett. A 351 64 (2006)
F. Parastesh, H. Azarnoush, S. Jafari, B. Hatef, M. Perc, R. Repnik, Appl. Math. Comput. 350, 217 (2019)
F. Nazarimehr, S. Jafari, S.M.R.H. Golpayegani, M. Perc, J.C. Sprott, Chaos 28, 073102 (2018)
F. Nazarimehr, S. Jafari, S.M.R.H. Golpayegani, J.C. Sprott, Nonlinear Dyn. 88, 1493 (2017)
J.H. Ge, J. Xu, Neurocomputing 287, 34 (2018)
A.J. Magrath, M.B. Sandler, Electron. Lett. 31, 250 (1995)
R. Caponetto, G. Dongola, L. Fortuna, A. Gallo, Commun. Nonlinear Sci. 15, 997 (2010)
A. Buscarino, L. Fortuna, M. Frasca, Physica D 238, 1917 (2009)
A. Vicari, A. Ciraudo, C.D. Negro, A. Herault, L. Fortuna, Nat. Hazards 50, 539 (2009)
M. Storace, D. Linaro, E.D. Lange, Chaos 18, 033128 (2008)
Z. Song, J. Xu, Nonlinear Dyn. 67, 309 (2012)
X. He, C.D. Li, T.W. Huang, M. Peng, Neural Comput. Appl. 23, 2295 (2013)
S.W. Yao, L.W. Ding, Z.G. Song, J.Q. Xu, Nonlinear Dyn. 95, 1549 (2019)
B. Crespi, Neural Netw. 12, 1377 (1999)
C.G. Li, G.R. Chen, X.F. Liao, J.B. Yu, Eur. Phys. J. B (2004) 41, 337 (1999)
T. Dong, X.F. Liao, Nonlinear Dyn. 71, 583 (2013)
X. He, C.D. Li, T.W. Huang, J.J. Huang, Nonlinear Dyn. 78, 2605 (2014)
T. Faria, L.T. Magalhães, J. Differ. Equations 122, 181 (1995)
J. Guckenheimer, P. Holmes, Nonlinear oscillations, dynamical systems, and bifurcations of vector fields (Springer, New York, 1983)
T. Dong, X.F. Liao, J. Comput. Appl. Math. 253, 222 (2013)
S. Wiggins, Introduction to Applied Nonlinear Dynamical Systems and Chaos (Springer, New York, 1990)
Y. Kuznetsov, Elements of applied bifurcation theory (Springer, New York, 1995)
X. He, C.D. Li, T.W. Huang, C.J. Li, Nonlinear Anal. Real World Appl. 14, 1191 (2013)
Y. Sun, C.R. Zhang, Y.T. Cai, Z. Naturforsch. A 73, 511 (2018)
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
The EPJ Publishers remain neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Li, Y., Xiao, L., Wei, Z. et al. Zero-Hopf bifurcation analysis in an inertial two-neural system with delayed Crespi function. Eur. Phys. J. Spec. Top. 229, 953–962 (2020). https://doi.org/10.1140/epjst/e2020-900159-8
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1140/epjst/e2020-900159-8