Chimera states in uncoupled neurons induced by a multilayer structure

Spatial coexistence of coherent and incoherent dynamics in network of coupled oscillators is called a chimera state. We study such chimera states in a network of neurons without any direct interactions but connected through another medium of neurons, forming a multilayer structure. The upper layer is thus made up of uncoupled neurons and the lower layer plays the role of a medium through which the neurons in the upper layer share information among each other. Hindmarsh-Rose neurons with square wave bursting dynamics are considered as nodes in both layers. In addition, we also discuss the existence of chimera states in presence of inter layer heterogeneity. The neurons in the bottom layer are globally connected through electrical synapses, while across the two layers chemical synapses are formed. According to our research, the competing effects of these two types of synapses can lead to chimera states in the upper layer of uncoupled neurons. Remarkably, we find a density-dependent threshold for the emergence of chimera states in uncoupled neurons, similar to the quorum sensing transition to a synchronized state. Finally, we examine the impact of both homogeneous and heterogeneous inter-layer information transmission delays on the observed chimera states over a wide parameter space.

[1]  Philipp Hövel,et al.  Robustness of chimera states for coupled FitzHugh-Nagumo oscillators. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[2]  C. Laing Chimeras in networks with purely local coupling. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[3]  G F Ayala,et al.  Genesis of epileptic interictal spikes. New knowledge of cortical feedback systems suggests a neurophysiological explanation of brief paroxysms. , 1973, Brain research.

[4]  Dibakar Ghosh,et al.  Chimera states in purely local delay-coupled oscillators. , 2016, Physical review. E.

[5]  H. Stanley,et al.  Spontaneous recovery in dynamical networks , 2013, Nature Physics.

[6]  K. Showalter,et al.  Dynamical Quorum Sensing and Synchronization in Large Populations of Chemical Oscillators , 2009, Science.

[7]  M. Rosenblum,et al.  Chimeralike states in an ensemble of globally coupled oscillators. , 2014, Physical review letters.

[8]  Harry Eugene Stanley,et al.  The cost of attack in competing networks , 2015, Journal of The Royal Society Interface.

[9]  Y. Kuramoto,et al.  Coexistence of Coherence and Incoherence in Nonlocally Coupled Phase Oscillators , 2002, cond-mat/0210694.

[10]  A. Arenas,et al.  Abrupt transition in the structural formation of interconnected networks , 2013, Nature Physics.

[11]  Eckehard Schöll,et al.  Chimera death: symmetry breaking in dynamical networks. , 2014, Physical review letters.

[12]  S. L. Lima,et al.  Behavioral, neurophysiological and evolutionary perspectives on unihemispheric sleep , 2000, Neuroscience & Biobehavioral Reviews.

[13]  A. Arenas,et al.  Mathematical Formulation of Multilayer Networks , 2013, 1307.4977.

[14]  Philipp Hövel,et al.  Transition from spatial coherence to incoherence in coupled chaotic systems. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[15]  Chris G. Antonopoulos,et al.  Chimera-like States in Modular Neural Networks , 2015, Scientific Reports.

[16]  S. K. Dana,et al.  Excitation and suppression of chimera states by multiplexing. , 2016, Physical review. E.

[17]  R. Roy,et al.  Experimental observation of chimeras in coupled-map lattices , 2012, Nature Physics.

[18]  Adilson E. Motter,et al.  Nonlinear dynamics: Spontaneous synchrony breaking , 2010, 1003.2465.

[19]  J. Kurths,et al.  Detecting phase synchronization by localized maps: Application to neural networks , 2007, 0706.3317.

[20]  Marc Barthelemy,et al.  Growing multiplex networks , 2013, Physical review letters.

[21]  Harry Eugene Stanley,et al.  Catastrophic cascade of failures in interdependent networks , 2009, Nature.

[22]  Mason A. Porter,et al.  Multilayer networks , 2013, J. Complex Networks.

[23]  Alexander B Neiman,et al.  Synchronization of noise-induced bursts in noncoupled sensory neurons. , 2002, Physical review letters.

[24]  V. K. Chandrasekar,et al.  Observation and characterization of chimera states in coupled dynamical systems with nonlocal coupling. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[25]  A. Winfree The geometry of biological time , 1991 .

[26]  W. Singer,et al.  Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties , 1989, Nature.

[27]  Sarika Jalan,et al.  Impact of heterogeneous delays on cluster synchronization. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[28]  O. Hallatschek,et al.  Chimera states in mechanical oscillator networks , 2013, Proceedings of the National Academy of Sciences.

[29]  H. Stanley,et al.  Networks formed from interdependent networks , 2011, Nature Physics.

[30]  Yueping Peng,et al.  Study on synchrony of two uncoupled neurons under the neuron’s membrane potential stimulation , 2010 .

[31]  N. Lazarides,et al.  Chimeras in SQUID metamaterials , 2014, 1408.6072.

[32]  Bijan Pesaran,et al.  Temporal structure in neuronal activity during working memory in macaque parietal cortex , 2000, Nature Neuroscience.

[33]  Zhigang Zheng,et al.  Chimera states on complex networks. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[34]  Dibakar Ghosh,et al.  Chimera states in bursting neurons. , 2015, Physical review. E.

[35]  Diego Andina,et al.  Application of Neural Networks , 2007 .

[36]  H E Stanley,et al.  Network risk and forecasting power in phase-flipping dynamical networks. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[37]  E. Ben-Jacob,et al.  Challenges in network science: Applications to infrastructures, climate, social systems and economics , 2012 .

[38]  Rita Toth,et al.  Collective behavior of a population of chemically coupled oscillators. , 2006, The journal of physical chemistry. B.

[39]  J. Dostrovsky,et al.  High-frequency Synchronization of Neuronal Activity in the Subthalamic Nucleus of Parkinsonian Patients with Limb Tremor , 2000, The Journal of Neuroscience.

[40]  Z. Wang,et al.  The structure and dynamics of multilayer networks , 2014, Physics Reports.

[41]  Mattia Frasca,et al.  Chimera states in time-varying complex networks. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[42]  Katharina Krischer,et al.  Clustering as a prerequisite for chimera states in globally coupled systems. , 2014, Physical review letters.

[43]  Bonnie L. Bassler,et al.  Bacterial Small-Molecule Signaling Pathways , 2006, Science.

[44]  Martin Hasler,et al.  Patterns of Synchrony in Neuronal Networks: The Role of Synaptic Inputs , 2015 .

[45]  Nicolas Tabareau,et al.  How Synchronization Protects from Noise , 2007, 0801.0011.

[46]  S. Strogatz,et al.  Chimera states for coupled oscillators. , 2004, Physical review letters.

[47]  M Senthilvelan,et al.  Impact of symmetry breaking in networks of globally coupled oscillators. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[48]  Dibakar Ghosh,et al.  Imperfect traveling chimera states induced by local synaptic gradient coupling. , 2016, Physical review. E.

[49]  Philipp Hövel,et al.  Time-delayed feedback in neurosystems , 2008, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[50]  Dirk Helbing,et al.  Globally networked risks and how to respond , 2013, Nature.

[51]  Jiang Wang,et al.  Impact of delays on the synchronization transitions of modular neuronal networks with hybrid synapses. , 2013, Chaos.

[52]  Joao B Xavier,et al.  The Evolution of Quorum Sensing in Bacterial Biofilms , 2008, PLoS biology.

[53]  Serhiy Yanchuk,et al.  Reduction of interaction delays in networks , 2012, 1206.1170.

[54]  Yoshiki Kuramoto,et al.  Rotating spiral waves with phase-randomized core in nonlocally coupled oscillators. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[55]  Erik A Martens,et al.  Solvable model of spiral wave chimeras. , 2009, Physical review letters.

[56]  E. Schöll,et al.  Heterogeneous delays in neural networks , 2013, 1311.1919.

[57]  K. Showalter,et al.  Chimera and phase-cluster states in populations of coupled chemical oscillators , 2012, Nature Physics.

[58]  Andreas Spiegler,et al.  Heterogeneity of time delays determines synchronization of coupled oscillators. , 2016, Physical review. E.

[59]  S. Strogatz,et al.  Solvable model for chimera states of coupled oscillators. , 2008, Physical review letters.

[60]  Conrado J. Pérez Vicente,et al.  Diffusion dynamics on multiplex networks , 2012, Physical review letters.

[61]  Iryna Omelchenko,et al.  Clustered chimera states in systems of type-I excitability , 2014 .

[62]  Lin Wang,et al.  Evolutionary games on multilayer networks: a colloquium , 2015, The European Physical Journal B.

[63]  P. Hövel,et al.  Loss of coherence in dynamical networks: spatial chaos and chimera states. , 2011, Physical review letters.

[64]  Anastasios Bezerianos,et al.  Chimera States in Networks of Nonlocally Coupled Hindmarsh-Rose Neuron Models , 2013, Int. J. Bifurc. Chaos.

[65]  Katharina Krischer,et al.  Coexistence of synchrony and incoherence in oscillatory media under nonlinear global coupling. , 2013, Chaos.

[66]  V. K. Chandrasekar,et al.  Mechanism for intensity-induced chimera states in globally coupled oscillators. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[67]  Katharina Krischer,et al.  Self-organized alternating chimera states in oscillatory media , 2014, Scientific Reports.

[68]  Philipp Hövel,et al.  Synchronization of Coupled Neural oscillators with Heterogeneous delays , 2012, Int. J. Bifurc. Chaos.

[69]  Mingzhou Ding,et al.  Enhancement of neural synchrony by time delay. , 2004, Physical review letters.

[70]  Philipp Hövel,et al.  When nonlocal coupling between oscillators becomes stronger: patched synchrony or multichimera states. , 2012, Physical review letters.

[71]  A. Politi,et al.  Collective atomic recoil laser as a synchronization transition. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.