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Spiral wave patterns in a two-dimensional lattice of nonlocally coupled maps modeling neural activity. (English) Zbl 1448.39030

Summary: We investigate numerically the spatio-temporal dynamics of a 2D lattice of coupled discrete-time systems with nonlocal interaction. The individual map is given by a universal discrete system (the Nekorkin map) proposed for modeling the neural activity. The network behavior is studied for periodic and open boundary conditions. It is shown that for certain values of the nonlinear coupling parameters, rotating spiral waves and spiral wave chimeras can be observed in the considered lattice. We analyze and compare statistical and dynamical characteristics of the local oscillators from coherence and incoherence clusters of a spiral wave chimera.

MSC:

39A33 Chaotic behavior of solutions of difference equations
39A12 Discrete version of topics in analysis
34A33 Ordinary lattice differential equations
Full Text: DOI

References:

[1] Kaneko, K., Pattern dynamics in spatiotemporal chaos, Physica D Nonlinear Phenomena, 34, 1-2, 1-41 (1989) · Zbl 0702.58043
[2] Afraimovich, V.; Nekorkin, V.; Osipov, G.; Shalfeev, V., Stability, structures and chaos in nonlinear synchronization networks, 6 (1995), World Scientific
[3] Epstein, I. R.; Pojman, J. A., An introduction to nonlinear chemical dynamics: oscillations, waves, patterns, and chaos (1998), Oxford University Press
[4] Strogatz, S. H., Exploring complex networks, Nature, 410, 6825, 268 (2001) · Zbl 1370.90052
[5] Nekorkin, V.; Velarde, M., Synergetic phenomena in active lattices. patterns, waves, solitons, chaos, Chaos, 129-145 (2002) · Zbl 1006.37002
[6] Dorogovtsev, S. N.; Mendes, J. F., Evolution of networks, Adv Phys, 51, 4, 1079-1187 (2002)
[7] Newman, M. E., The structure and function of complex networks, SIAM Rev, 45, 2, 167-256 (2003) · Zbl 1029.68010
[8] Ben-Naim, E.; Frauenfelder, H.; Toroczkai, Z., Complex networks, 650 (2004), Springer Science & Business Media
[9] Boccaletti, S.; Latora, V.; Moreno, Y.; Chavez, M.; Hwang, D.-U., Complex networks: structure and dynamics, Phys Rep, 424, 4-5, 175-308 (2006) · Zbl 1371.82002
[10] Martens, E. A.; Laing, C. R.; Strogatz, S. H., Solvable model of spiral wave chimeras, Phys Rev Lett, 104, 4, 044101 (2010)
[11] Barabási, A.-L.; PÃ3sfai, M., Network science (2016), Cambridge university press · Zbl 1353.94001
[12] Kuramoto, Y.; Battogtokh, D., Coexistence of coherence and incoherence in nonlocally coupled phase oscillators, Nonlin Phenomena Compl Syst, 5, 4, 380-385 (2002)
[13] Abrams, D. M.; Strogatz, S. H., Chimera states for coupled oscillators, Phys Rev Lett, 93, 174102 (2004)
[14] Panaggio, M. J.; Abrams, D. M., Chimera states: coexistence of coherence and incoherence in networks of coupled oscillators, Nonlinearity, 28, 3, R67 (2015) · Zbl 1392.34036
[15] Tinsley, M. R.; Nkomo, S.; Showalter, K., Chimera and phase-cluster states in populations of coupled chemical oscillators, Nat Phys, 8, 9, 662 (2012)
[16] Hagerstrom, A. M.; Murphy, T. E.; Roy, R.; Hövel, P.; Omelchenko, I.; Schöll, E., Experimental observation of chimeras in coupled-map lattices, Nat Phys, 8, 9, 658 (2012)
[17] Wickramasinghe, M.; Kiss, I. Z., Spatially organized dynamical states in chemical oscillator networks: synchronization, dynamical differentiation, and chimera patterns, PLoS ONE, 8, 11, e80586 (2013)
[18] Martens, E. A.; Thutupalli, S.; Fourrière, A.; Hallatschek, O., Chimera states in mechanical oscillator networks, Proceed Nation Acad Sci, 110, 26, 10563-10567 (2013)
[19] Rosin, D. P.; Rontani, D.; Haynes, N. D.; Schöll, E.; Gauthier, D. J., Transient scaling and resurgence of chimera states in networks of boolean phase oscillators, Phys Rev E, 90, 3, 030902 (2014)
[20] Schmidt, L.; Schönleber, K.; Krischer, K.; García-Morales, V., Coexistence of synchrony and incoherence in oscillatory media under nonlinear global coupling, Chaos Interdiscipl J NonlinSci, 24, 1, 013102 (2014)
[21] Gambuzza, L. V.; Buscarino, A.; Chessari, S.; Fortuna, L.; Meucci, R.; Frasca, M., Experimental investigation of chimera states with quiescent and synchronous domains in coupled electronic oscillators, Phys Rev E, 90, 3, 032905 (2014)
[22] Kapitaniak, T.; Kuzma, P.; Wojewoda, J.; Czolczynski, K.; Maistrenko, Y., Imperfect chimera states for coupled pendula, Sci Rep, 4, 6379 (2014)
[23] Lazarides, N.; Neofotistos, G.; Tsironis, G., Chimeras in squid metamaterials, Phys Rev B, 91, 5, 054303 (2015)
[24] Hizanidis, J.; Lazarides, N.; Tsironis, G., Robust chimera states in squid metamaterials with local interactions, Phys Rev E, 94, 3, 032219 (2016)
[25] Omelchenko, I.; Maistrenko, Y.; Hövel, P.; Schöll, E., Loss of coherence in dynamical networks: spatial chaos and chimera states, Phys Rev Lett, 106, 23, 234102 (2011)
[26] Hizanidis, J.; Kanas, V. G.; Bezerianos, A.; Bountis, T., Chimera states in networks of nonlocally coupled hindmarsh-rose neuron models, Int J Bifurcat Chaos, 24, 03, 1450030 (2014) · Zbl 1296.34132
[27] Bera, B. K.; Ghosh, D.; Lakshmanan, M., Chimera states in bursting neurons, Phys Rev E, 93, 1, 012205 (2016)
[28] Zhabotinsky, A.; Zaikin, A., Spatial effects in a self-oscillating chemical system, Oscillatory processes in biological and chemical systems II (1971)
[29] Keener, J. P.; Tyson, J. J., Spiral waves in the belousov-zhabotinskii reaction, Physica D, 21, 2-3, 307-324 (1986) · Zbl 0611.35041
[30] Shima, S.-i.; Kuramoto, Y., Rotating spiral waves with phase-randomized core in nonlocally coupled oscillators, Phys Rev E, 69, 036213 (2004)
[31] Omel’chenko, O. E.; Wolfrum, M.; Yanchuk, S.; Maistrenko, Y. L.; Sudakov, O., Stationary patterns of coherence and incoherence in two-dimensional arrays of non-locally-coupled phase oscillators, Phys Rev E, 85, 3, 036210 (2012)
[32] Xie, J.; Knobloch, E.; Kao, H.-C., Twisted chimera states and multicore spiral chimera states on a two-dimensional torus, Phys Rev E, 92, 4, 042921 (2015)
[33] Laing, C. R., The dynamics of chimera states in heterogeneous kuramoto networks, Physica D, 238, 16, 1569-1588 (2009) · Zbl 1185.34042
[34] Panaggio, M. J., Spot and spiral chimera states: dynamical patterns in networks of coupled oscillators (2014), Northwestern University, Ph.D. thesis
[35] Maistrenko, Y.; Sudakov, O.; Osiv, O.; Maistrenko, V., Chimera states in three dimensions, New J Phys, 17, 7, 073037 (2015)
[36] Panaggio, M. J.; Abrams, D. M., Chimera states on a flat torus, Phys Rev Lett, 110, 9, 094102 (2013)
[37] Tian, C.-H.; Zhang, X.-Y.; Wang, Z.-H.; Liu, Z.-H., Diversity of chimera-like patterns from a model of 2d arrays of neurons with nonlocal coupling, Front Phys, 12, 3, 128904 (2017)
[38] Schmidt, A.; Kasimatis, T.; Hizanidis, J.; Provata, A.; Hövel, P., Chimera patterns in two-dimensional networks of coupled neurons, Physical Review E, 95, 3, 032224 (2017)
[39] Nkomo, S.; Tinsley, M. R.; Showalter, K., Chimera states in populations of nonlocally coupled chemical oscillators, Phys Rev Lett, 110, 24, 244102 (2013)
[40] Totz, J. F.; Rode, J.; Tinsley, M. R.; Showalter, K.; Engel, H., Spiral wave chimera states in large populations of coupled chemical oscillators, Nat Phys, 14, 3, 282 (2018)
[41] Li, B.-W.; Dierckx, H., Spiral wave chimeras in locally coupled oscillator systems, Phys Rev E, 93, 2, 020202 (2016)
[42] Gu, C.; St-Yves, G.; Davidsen, J., Spiral wave chimeras in complex oscillatory and chaotic systems, Phys Rev Lett, 111, 13, 134101 (2013)
[43] Fenton, F. H.; Cherry, E. M.; Hastings, H. M.; Evans, S. J., Multiple mechanisms of spiral wave breakup in a model of cardiac electrical activity, Chaos Interdiscipl J NonlinSci, 12, 3, 852-892 (2002)
[44] Huang, X.; Xu, W.; Liang, J.; Takagaki, K.; Gao, X.; Wu, J.-y., Spiral wave dynamics in neocortex, Neuron, 68, 5, 978-990 (2010)
[45] Omelchenko, I.; Riemenschneider, B.; Hövel, P.; Maistrenko, Y.; Schöll, E., Transition from spatial coherence to incoherence in coupled chaotic systems, Phys Rev E, 85, 2, 026212 (2012)
[46] Bogomolov, S. A.; Slepnev, A. V.; Strelkova, G. I.; Schöll, E.; Anishchenko, V. S., Mechanisms of appearance of amplitude and phase chimera states in ensembles of nonlocally coupled chaotic systems, Commun Nonlin Sci Numer Simul, 43, 25-36 (2017) · Zbl 1471.37040
[47] Bukh, A.; Rybalova, E.; Semenova, N.; Strelkova, G.; Anishchenko, V., New type of chimera and mutual synchronization of spatiotemporal structures in two coupled ensembles of nonlocally interacting chaotic maps, Chaos Interdiscipl J NonlinSci, 27, 11, 111102 (2017) · Zbl 1390.37128
[48] Nekorkin, V.; Vdovin, L., Discrete model of the neuron activity, Izvestija VUZov Appl Nonlin Dyn, 15, 5, 21 (2007)
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