Chaos and multi-scroll attractors in RCL-shunted junction coupled Jerk circuit connected by memristor

In this paper, a new four-variable dynamical system is proposed to set chaotic circuit composed of memristor and Josephson junction, and the dependence of chaotic behaviors on nonlinearity is investigated. A magnetic flux-controlled memristor is used to couple with the RCL-shunted junction circuit, and the dynamical behaviors can be modulated by changing the coupling intensity between the memristor and the RCL-shunted junction. Bifurcation diagram and Lyapunov exponent are calculated to confirm the emergence of chaos in the improved dynamical system. The outputs and dynamical behaviors can be controlled by the initial setting and external stimulus as well. As a result, chaos can be suppressed and spiking occurs in the sampled outputs under negative feedback, while applying positive feedback type via memristor can be effective to trigger chaos. Furthermore, it is found that the number of multi-attractors in the Jerk circuit can be modulated when memristor coupling is applied on the circuit. These results indicate that memristor coupling can be effective to control chaotic circuits and it is also useful to reproduce dynamical behaviors for neuronal activities.

[1]  Jun Ma,et al.  Autapse-induced synchronization in a coupled neuronal network , 2015 .

[2]  Dong Li,et al.  Impulsive synchronization of fractional order chaotic systems with time-delay , 2016, Neurocomputing.

[3]  Chengqing Li,et al.  ARM-embedded implementation of a video chaotic secure communication via WAN remote transmission with desirable security and frame rate , 2016 .

[4]  Leon O. Chua,et al.  Hodgkin-Huxley Axon is Made of memristors , 2012, Int. J. Bifurc. Chaos.

[5]  Hong Liang,et al.  Interaction of excitable waves emitted from two defects by pulsed electric fields , 2018, Commun. Nonlinear Sci. Numer. Simul..

[6]  V. Boichenko,et al.  Dimension theory for ordinary differential equations , 2005 .

[7]  Jun Tang,et al.  A class of initials-dependent dynamical systems , 2017, Appl. Math. Comput..

[8]  Jun Ma,et al.  A review and guidance for pattern selection in spatiotemporal system , 2017 .

[9]  Long Huang,et al.  Parameters estimation, mixed synchronization, and antisynchronization in chaotic systems , 2014, Complex..

[10]  Uchechukwu E. Vincent,et al.  Control and synchronization of chaos in RCL-shunted Josephson junction using backstepping design , 2008 .

[11]  Canrong Tian,et al.  Pattern dynamics in a diffusive Rössler model , 2014 .

[12]  Mohamed F. Hassan,et al.  Synchronization of uncertain constrained hyperchaotic systems and chaos-based secure communications via a novel decomposed nonlinear stochastic estimator , 2016 .

[13]  Tasawar Hayat,et al.  Calculation of Hamilton energy and control of dynamical systems with different types of attractors. , 2017, Chaos.

[14]  Jun Ma,et al.  Optimize design of adaptive synchronization controllers and parameter observers in different hyperchaotic systems , 2010, Appl. Math. Comput..

[15]  Wuyin Jin,et al.  Energy dependence on modes of electric activities of neuron driven by multi-channel signals , 2017 .

[16]  Runtong Chu,et al.  Selection of multi-scroll attractors in Jerk circuits and their verification using Pspice , 2014 .

[17]  Shigeru Kondo An updated kernel-based Turing model for studying the mechanisms of biological pattern formation. , 2017, Journal of theoretical biology.

[18]  Jun Ma,et al.  Model of electrical activity in a neuron under magnetic flow effect , 2016 .

[19]  Xiaoguang Ma,et al.  Transition and enhancement of synchronization by time delays in stochastic Hodgkin-Huxley neuron networks , 2010, Neurocomputing.

[20]  A. Wolf,et al.  Determining Lyapunov exponents from a time series , 1985 .

[21]  Jun Ma,et al.  Pattern selection in neuronal network driven by electric autapses with diversity in time delays , 2015 .

[22]  Wen-Ting Yu,et al.  Heterogeneous delay-induced asynchrony and resonance in a small-world neuronal network system , 2016 .

[23]  Bin Deng,et al.  Delayed feedback control of bursting synchronization in small-world neuronal networks , 2013, Neurocomputing.

[24]  Saleh Mobayen,et al.  Finite-time stabilization of a class of chaotic systems with matched and unmatched uncertainties: An LMI approach , 2016, Complex..

[25]  Jun Ma,et al.  Complete synchronization, phase synchronization and parameters estimation in a realistic chaotic system , 2011 .

[26]  Tanmoy Banerjee,et al.  A simple chaotic and hyperchaotic time-delay system: design and electronic circuit implementation , 2016 .

[27]  Qianqian Zheng,et al.  Pattern formation in the FitzHugh-Nagumo model , 2015, Comput. Math. Appl..

[28]  Julien Clinton Sprott,et al.  A new class of chaotic circuit , 2000 .

[29]  Nikolay V. Kuznetsov,et al.  Hidden Attractors on One Path: Glukhovsky-Dolzhansky, Lorenz, and Rabinovich Systems , 2017, Int. J. Bifurc. Chaos.

[30]  Qingdu Li,et al.  A computer-assisted proof of chaos in Josephson junctions , 2006 .

[31]  Patrick Crotty,et al.  Josephson junction simulation of neurons. , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

[32]  P. Talkner,et al.  Negative conductances of Josephson junctions: Voltage fluctuations and energetics , 2009, 0902.3080.

[33]  Chunni Wang,et al.  Identification of parameters with different orders of magnitude in chaotic systems , 2012 .

[34]  Mohammad Saleh Tavazoei,et al.  Chaos control via a simple fractional-order controller , 2008 .

[35]  Baba Issa Camara,et al.  Patterns formations in a diffusive ratio-dependent predator-prey model of interacting populations , 2016 .

[36]  Jun Ma,et al.  Multiple modes of electrical activities in a new neuron model under electromagnetic radiation , 2016, Neurocomputing.

[37]  Chengren Li,et al.  Cluster synchronization between uncertain networks with different dynamics , 2017 .

[38]  Lobb,et al.  Complex dynamical behavior in RCL-shunted Josephson tunnel junctions. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[39]  Henk Nijmeijer,et al.  State and Parameter Estimation for Canonic Models of Neural oscillators , 2010, Int. J. Neural Syst..

[40]  S. Mobayen,et al.  Second-order fast terminal sliding mode control design based on LMI for a class of non-linear uncertain systems and its application to chaotic systems , 2017 .

[41]  Jun Ma,et al.  Controlling a chaotic resonator by means of dynamic track control , 2015, Complex..

[42]  Christini,et al.  Using chaos control and tracking to suppress a pathological nonchaotic rhythm in a cardiac model. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[43]  Paulo C. Rech,et al.  Hyperchaos in a New Four-Dimensional Autonomous System , 2010, Int. J. Bifurc. Chaos.

[44]  Ma Jun,et al.  Transition of electric activity of neurons induced by chemical and electric autapses , 2015 .

[45]  Huaguang Gu,et al.  Spatiotemporal dynamics in a network composed of neurons with different excitabilities and excitatory coupling , 2016 .

[46]  Fangfang Zhang,et al.  Complex function projective synchronization of complex chaotic system and its applications in secure communication , 2013, Nonlinear Dynamics.

[47]  Leon O. Chua,et al.  Duality of memristor Circuits , 2013, Int. J. Bifurc. Chaos.

[48]  Lili Zhou,et al.  Generating hyperchaotic multi-wing attractor in a 4D memristive circuit , 2016, Nonlinear Dynamics.

[49]  Jun Tang,et al.  Simulating the electric activity of FitzHugh–Nagumo neuron by using Josephson junction model , 2012 .

[50]  Guanping Wang,et al.  Synchronous firing patterns and transitions in small-world neuronal network , 2015 .

[51]  Kiyotaka Ogo,et al.  Chaos and fractal properties in EEG data , 1995 .

[52]  Er-Wei Bai,et al.  Chaos synchronization in RCL-shunted Josephson junction via active control , 2007 .

[53]  Jamal M. Nazzal,et al.  Chaos control using sliding-mode theory , 2007 .

[54]  Wuyin Jin,et al.  Collective response, synapse coupling and field coupling in neuronal network , 2017 .

[55]  Hengtong Wang,et al.  Effect of autaptic activity on the response of a Hodgkin-Huxley neuron. , 2014, Chaos.

[56]  Fairouz Tchier,et al.  Synchronization of A Class of Uncertain Chaotic Systems with Lipschitz Nonlinearities Using State‐Feedback Control Design: A Matrix Inequality Approach , 2018 .

[57]  Jun Tang,et al.  Formation of Autapse Connected to Neuron and Its Biological Function , 2017, Complex..

[58]  Ma Jun,et al.  Simulation of electric activity of neuron by setting up a reliable neuronal circuit driven by electric autapse , 2015 .

[59]  S. Mobayen,et al.  Adaptive synchronization of fractional-order quadratic chaotic flows with nonhyperbolic equilibrium , 2017 .

[60]  Henk Nijmeijer,et al.  Observers for canonic models of neural oscillators , 2009, 0905.0149.

[61]  Christoph S. Herrmann,et al.  Autapse Turns Neuron into oscillator , 2004, Int. J. Bifurc. Chaos.

[62]  J. A. Laoye,et al.  Controlling chaos and deterministic directed transport in inertia ratchets using backstepping control , 2007 .

[63]  Ma Jun,et al.  A review for dynamics of collective behaviors of network of neurons , 2015 .

[64]  A. D. Mengue,et al.  Secure communication using chaotic synchronization in mutually coupled semiconductor lasers , 2012 .

[65]  Jun Tang,et al.  Wave emitting and propagation induced by autapse in a forward feedback neuronal network , 2015, Neurocomputing.

[66]  Bharathwaj Muthuswamy,et al.  Memristor-Based Chaotic Circuits , 2009 .

[67]  Fuqiang Wu,et al.  Synchronization behaviors of coupled neurons under electromagnetic radiation , 2017 .

[68]  Marcelo Amorim Savi,et al.  Chaos and Hyperchaos in Shape Memory Systems , 2002, Int. J. Bifurc. Chaos.

[69]  Kestutis Pyragas,et al.  Experimental control of chaos by delayed self-controlling feedback , 1993 .

[70]  J. Bekkers Synaptic Transmission: Functional Autapses in the Cortex , 2003, Current Biology.

[71]  G. A. Adebayo,et al.  Generalized control and synchronization of chaos in RCL-shunted Josephson junction using backstepping design , 2010 .

[72]  T. Glad,et al.  On Diffusion Driven Oscillations in Coupled Dynamical Systems , 1999 .

[73]  Jun Tang,et al.  A review for dynamics in neuron and neuronal network , 2017, Nonlinear Dynamics.

[74]  Whan Cb,et al.  Complex dynamical behavior in RCL-shunted Josephson tunnel junctions. , 1996 .

[75]  Majid Khan,et al.  A novel image encryption scheme based on multiple chaotic S-boxes , 2015, Nonlinear Dynamics.

[76]  Luigi Fortuna,et al.  Experimental Evidence of Chaos from Memristors , 2015, Int. J. Bifurc. Chaos.

[77]  Ahmed Alsaedi,et al.  Synchronization between neurons coupled by memristor , 2017 .

[78]  Julien Clinton Sprott,et al.  Simple chaotic systems and circuits , 2000 .

[79]  Fang Yuan,et al.  Chaos in a Meminductor-Based Circuit , 2016, Int. J. Bifurc. Chaos.

[80]  J. C. Sprotta Simple chaotic systems and circuits , 2000 .

[81]  Wuyin Jin,et al.  Dynamical responses in a new neuron model subjected to electromagnetic induction and phase noise , 2017 .

[82]  T. N. Mokaev,et al.  Homoclinic orbits, and self-excited and hidden attractors in a Lorenz-like system describing convective fluid motion Homoclinic orbits, and self-excited and hidden attractors , 2015 .

[83]  Guodong Ren,et al.  Synchronization behavior of coupled neuron circuits composed of memristors , 2017 .

[84]  Chunni Wang,et al.  Model of electrical activity in cardiac tissue under electromagnetic induction , 2016, Scientific Reports.

[85]  T. Kawaguchi Phase dynamics of a Josephson junction ladder driven by modulated currents , 2011 .

[86]  Leon O. Chua,et al.  Memristor oscillators , 2008, Int. J. Bifurc. Chaos.

[87]  Xuerong Shi,et al.  The alternating between complete synchronization and hybrid synchronization of hyperchaotic Lorenz system with time delay , 2012 .

[88]  Qingdu Li,et al.  Hyperchaos in a 4D memristive circuit with infinitely many stable equilibria , 2015 .

[89]  D. Stewart,et al.  The missing memristor found , 2008, Nature.