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Interplay of Delay and Fractal Topology

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Delay Controlled Partial Synchronization in Complex Networks

Part of the book series: Springer Theses ((Springer Theses))

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Abstract

The topology of the network has been found to play a crucial role in inducing chimera states. While earlier work has focussed on simple nonlocal coupling schemes, we focus on more complex connectivities, reflecting the structure of real-world networks. Of particular interest are networks with hierarchical connectivities, arising in neuroscience as a result of Diffusion Tensor Magnetic Resonance Imaging analysis, showing that the connectivity of the neuron axons network represents a hierarchical (quasi-fractal) geometry. Furthermore, we aim to uncover the impact of time delay on the dynamics in such complex network topologies. We analyze the influence of time delay on chimera states in networks with hierarchical connectivity, and demonstrate how by varying the time delay one can stabilize chimera states in the network.

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References

  1. Bachmair CA, Schöll E (2014) Nonlocal control of pulse propagation in excitable media. Eur Phys J B 87:276

    Google Scholar 

  2. Bick C, Martens EA (2015) Controlling chimeras. New J Phys 17:033030

    Google Scholar 

  3. Böhm F, Zakharova A, Schöll E, Lüdge K (2015) Amplitude-phase coupling drives chimera states in globally coupled laser networks. Phys Rev E 91:040901(R)

    Google Scholar 

  4. Brandstetter SA, Dahlem MA, Schöll E (2010) Interplay of time-delayed feedback control and temporally correlated noise in excitable systems. Philos Trans R Soc A 368:391

    Google Scholar 

  5. Chouzouris T, Omelchenko I, Zakharova A, Hlinka J, Jiruska P, Schöll E (2018) Chimera states in brain networks: empirical neural vs. modular fractal connectivity. Chaos 28:045112

    Google Scholar 

  6. Crook SM, Ermentrout GB, Vanier MC, Bower JM (1997) The role of axonal delay in the synchronization of networks of coupled cortical oscillators. J Comput Neurosci 4:161–172

    Google Scholar 

  7. Expert P, Evans TS, Blondel VD, Lambiotte R (2011) Uncovering space-independent communities in spatial networks. Proc Natl Acad Sci USA 108:7663

    Google Scholar 

  8. Feder J (1988) Fractals. Plenum Press, New York

    Book  Google Scholar 

  9. FitzHugh R (1961) Impulses and physiological states in theoretical models of nerve membrane. Biophys J 1:445–466

    Google Scholar 

  10. Hövel P, Schöll E (2005) Control of unstable steady states by time-delayed feedback methods. Phys Rev E 72:046203

    Google Scholar 

  11. Heinrich M, Dahms T, Flunkert V, Teitsworth SW, Schöll E (2010) Symmetry breaking transitions in networks of nonlinear circuit elements. New J Phys 12:113030

    Google Scholar 

  12. Hizanidis J, Panagakou E, Omelchenko I, Schöll E, Hövel P, Provata A (2015) Chimera states in population dynamics: networks with fragmented and hierarchical connectivities. Phys Rev E 92:012915

    Google Scholar 

  13. Jiruska P, de Curtis M, Jefferys JGR, Schevon CA, Schiff SJ, Schindler K (2013) Synchronization and desynchronization in epilepsy: controversies and hypotheses. J Physiol 591(4):787–797

    Google Scholar 

  14. Just W, Bernard T, Ostheimer M, Reibold E, Benner H (1997) Mechanism of time-delayed feedback control. Phys Rev Lett 78:203

    Google Scholar 

  15. Just W, Reibold E, Kacperski K, Fronczak P, Holyst JA, Benner H (2000) Influence of stable Floquet exponents on time-delayed feedback control. Phys Rev E 61:5045

    Google Scholar 

  16. Just W, Benner H, Cv Loewenich (2004) On global properties of time-delayed feedback control: weakly nonlinear analysis. Phys D 199:33

    Google Scholar 

  17. Katsaloulis P, Verganelakis DA, Provata A (2009) Fractal dimension and lacunarity of tractography images of the human brain. Fractals 17:181–189

    Google Scholar 

  18. Katsaloulis P, Ghosh A, Philippe AC, Provata A, Deriche R (2012) Fractality in the neuron axonal topography of the human brain based on 3-D diffusion MRI. Eur Phys J B 85:1–7

    Google Scholar 

  19. Katsaloulis P, Hizanidis J, Verganelakis DA, Provata A (2012) Complexity measures and noise effects on diffusion magnetic resonance Imaging of the neuron axons network in human brains. Fluctuation Noise Lett 11:1250032

    Google Scholar 

  20. Larger L, Penkovsky B, Maistrenko Y (2013) Virtual chimera states for delayed-feedback systems. Phys Rev Lett 111:054103

    Google Scholar 

  21. Larger L, Penkovsky B, Maistrenko Y (2015) Laser chimeras as a paradigm for multistable patterns in complex systems. Nat Commun 6:7752

    Google Scholar 

  22. Mandelbrot BB (1983) The fractal geometry of nature, 3rd edn. WH Freeman and Comp, New York

    Google Scholar 

  23. Nagumo J, Arimoto S, Yoshizawa S (1962) An active pulse transmission line simulating nerve axon. Proc IRE 50:2061–2070

    Google Scholar 

  24. Newman MEJ (2003) The structure and function of complex networks. SIAM Rev 45:167–256

    Google Scholar 

  25. Omelchenko I, Omel’chenko OE, Hövel P, Schöll E (2013) When nonlocal coupling between oscillators becomes stronger: patched synchrony or multichimera states. Phys Rev Lett 110:224101

    Google Scholar 

  26. Omelchenko I, Provata A, Hizanidis J, Schöll E, Hövel P (2015) Robustness of chimera states for coupled FitzHugh-Nagumo oscillators. Phys Rev E 91:022917

    Google Scholar 

  27. Omelchenko I, Zakharova A, Hövel P, Siebert J, Schöll E (2015) Nonlinearity of local dynamics promotes multi-chimeras. Chaos 25:083104

    Google Scholar 

  28. Omelchenko I, Omel’chenko OE, Zakharova A, Wolfrum M, Schöll E (2016) Tweezers for chimeras in small networks. Phys Rev Lett 116:114101

    Google Scholar 

  29. Omelchenko I, Omel’chenko OE, Zakharova A, Schöll E (2018) Optimal design of Tweezer control for chimera states. Phys Rev E 97:012216

    Google Scholar 

  30. Omelchenko I, Hülser T, Zakharova A, Schöll E (2019) Control of chimera states in multilayer networks. Front Appl Math Stat 4:67

    Google Scholar 

  31. Panaggio MJ, Abrams DM (2015) Chimera states: coexistence of coherence and incoherence in networks of coupled oscillators. Nonlinearity 28:R67

    Google Scholar 

  32. Provata A, Katsaloulis P, Verganelakis DA (2012) Dynamics of chaotic maps for modelling the multifractal spectrum of human brain diffusion tensor images. Chaos Solitons Fractals 45:174–180

    Google Scholar 

  33. Rattenborg NC, Voirin B, Cruz SM, Tisdale R, Dell’Omo G, Lipp HP, Wikelski M, Vyssotski AL (2016) Evidence that birds sleep in mid-flight. Nat Commun 7:12468

    Google Scholar 

  34. Rosin DP, Callan KE, Gauthier DJ, Schöll E (2011) Pulse-train solutions and excitability in an optoelectronic oscillator. Europhys Lett 96:34001

    Google Scholar 

  35. Sawicki J, Omelchenko I, Zakharova A, Schöll E (2017) Chimera states in complex networks: interplay of fractal topology and delay. Eur Phys J Spec Top 226:1883–1892

    Google Scholar 

  36. Sawicki J, Omelchenko I, Zakharova A, Schöll E (2019) Delay-induced chimeras in neural networks with fractal topology. Eur Phys J B 92:54

    Google Scholar 

  37. Schmidt L, Krischer K (2015) Chimeras in globally coupled oscillatory systems: from ensembles of oscillators to spatially continuous media. Chaos 25:064401

    Google Scholar 

  38. Schmidt L, Krischer K (2015) Clustering as a prerequisite for chimera states in globally coupled systems. Phys Rev Lett 114:034101

    Google Scholar 

  39. Semenova N, Strelkova G, Anishchenko VS, Zakharova A (2017) Temporal intermittency and the lifetime of chimera states in ensembles of nonlocally coupled chaotic oscillators. Chaos 27:061102

    Google Scholar 

  40. Sen A, Dodla R, Johnston G, Sethia GC (2010) Amplitude death, synchrony, and chimera states in delay coupled limit cycle oscillators. In: Atay FM (ed) Complex time-delay systems, vol 16. understanding complex systems. Springer, Berlin, pp 1–43

    MATH  Google Scholar 

  41. Sethia GC, Sen A (2014) Chimera states: the existence criteria revisited. Phys Rev Lett 112:144101

    Google Scholar 

  42. Shima S, Kuramoto Y (2004) Rotating spiral waves with phase-randomized core in nonlocally coupled oscillators. Phys Rev E 69:036213

    Google Scholar 

  43. Sieber J, Omel’chenko OE, Wolfrum M (2014) Controlling unstable chaos: stabilizing chimera states by feedback. Phys Rev Lett 112:054102

    Google Scholar 

  44. Tsigkri-DeSmedt ND, Hizanidis J, Hövel P, Provata A (2016) Multi-chimera states and transitions in the leaky integrate-and-fire model with excitatory coupling and hierarchical connectivity. Eur Phys J ST 225:1149

    Google Scholar 

  45. Ulonska S, Omelchenko I, Zakharova A, Schöll E (2016) Chimera states in networks of Van der Pol oscillators with hierarchical connectivities. Chaos 26:094825

    Google Scholar 

  46. Watanabe S, Strogatz SH (1993) Integrability of a globally coupled oscillator array. Phys Rev Lett 70:2391

    Google Scholar 

  47. Watts DJ, Strogatz SH (1998) Collective dynamics of ‘small-world’ networks. Nature 393:440–442

    Google Scholar 

  48. Yanchuk S, Wolfrum M, Hövel P, Schöll E (2006) Control of unstable steady states by long delay feedback. Phys Rev E 74:026201

    Google Scholar 

  49. Yanchuk S, Perlikowski P (2009) Delay and periodicity. Phys Rev E 79:046221

    Google Scholar 

  50. Yeldesbay A, Pikovsky A, Rosenblum M (2014) Chimeralike states in an ensemble of globally coupled oscillators. Phys Rev Lett 112:144103

    Google Scholar 

  51. zur Bonsen A, Omelchenko I, Zakharova A, Schöll E (2018) Chimera states in networks of logistic maps with hierarchical connectivities. Eur Phys J B 91:65

    Google Scholar 

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Correspondence to Jakub Sawicki .

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Sawicki, J. (2019). Interplay of Delay and Fractal Topology. In: Delay Controlled Partial Synchronization in Complex Networks. Springer Theses. Springer, Cham. https://doi.org/10.1007/978-3-030-34076-6_5

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