Energy flow-guided synchronization between chaotic circuits

被引:46
作者
Yao, Zhao [1 ]
Zhou, Ping [2 ]
Alsaedi, Ahmed [3 ]
Ma, Jun [1 ,2 ]
机构
[1] Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Sch Sci, Chongqing 430065, Peoples R China
[3] King Abdulaziz Univ, Dept Math, POB 80203, Jeddah 21589, Saudi Arabia
关键词
Hamilton energy; Field coupling; Synchronization; Energy pumping; MIXED-MODE OSCILLATIONS; SILICON NEURON CIRCUIT; CHUA CIRCUIT; DYNAMICS; SPIKING; SYSTEMS; ATTRACTORS; MEMRISTOR; PATTERN; SIGNAL;
D O I
10.1016/j.amc.2019.124998
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
A variety of nonlinear electric devices are suitable for building chaotic circuits by setting appropriate values for parameters in the linear and nonlinear electronic components. The capacitor and induction coil can contain time-varying physical field energy when the time-varying current passed across these devices. When the outputs end of two chaotic circuits are connected via certain coupling devices, energy flow can be propagated bidirectionally and complete synchronization is reached when the energy pumping from the outputs end is balanced. In this paper, a nonreversing diode is connected into the coupling channel to adjust the energy flow via the coupling components (resistor, capacitor, induction coil), which connects the outputs end of two Chua circuits (in chaotic or periodical states). According to Helmholtz' theorem, the Hamilton energy of the dimensionless chaotic systems under unidirectional coupling is calculated. When the two coupled Chua systems are selected with different initial values, they contain different initial field energies because the Hamilton energy is dependent on the variables of this system completely. When energy flow is propagated and pumped along the coupling channel, synchronization can be realized. Otherwise, synchronization approach is blocked even the coupling intensity is increased greatly. In this work, a single coupling channel connecting a nonreversing diode and resistor (capacitor, induction coil, respectively) in series is built to explore synchronization approach. The results show that the synchronization realization is dependent on the coupling devices and circuit verification is also supplied. It gives important clues to understand the synchronization mechanism in a forward neural network. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页数:24
相关论文
共 60 条
[1]   Dynamics analysis and Hamilton energy control of a generalized Lorenz system with hidden attractor [J].
An Xin-lei ;
Zhang Li .
NONLINEAR DYNAMICS, 2018, 94 (04) :2995-3010
[2]   Self-organization in a two-layer CNN [J].
Arena, P ;
Baglio, S ;
Fortuna, L ;
Manganaro, G .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1998, 45 (02) :157-162
[3]   Learning Anticipation via Spiking Networks: Application to Navigation Control [J].
Arena, Paolo ;
Fortuna, Luigi ;
Frasca, Mattia ;
Patane, Luca .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2009, 20 (02) :202-216
[4]   A spiking and bursting neuron circuit based on memristor [J].
Babacan, Yunus ;
Kacar, Brat ;
Gurkan, Koray .
NEUROCOMPUTING, 2016, 203 :86-91
[5]   Two-memristor-based Chua's hyperchaotic circuit with plane equilibrium and its extreme multistability [J].
Bao, Bocheng ;
Jiang, Tao ;
Wang, Guangyi ;
Jin, Peipei ;
Bao, Han ;
Chen, Mo .
NONLINEAR DYNAMICS, 2017, 89 (02) :1157-1171
[6]   Gap junctions as electrical synapses [J].
Bennett, MVL .
JOURNAL OF NEUROCYTOLOGY, 1997, 26 (06) :349-366
[7]   Distinguishing Lorenz and Chen Systems Based Upon Hamiltonian Energy Theory [J].
Cang, Shijian ;
Wu, Aiguo ;
Wang, Zenghui ;
Chen, Zengqiang .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2017, 27 (02)
[8]   Dynamics of spiking neurons with electrical coupling [J].
Chow, CC ;
Kopell, N .
NEURAL COMPUTATION, 2000, 12 (07) :1643-1678
[9]   CANONICAL REALIZATION OF CHUA CIRCUIT FAMILY [J].
CHUA, LO ;
LIN, GN .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1990, 37 (07) :885-902
[10]   CHUA CIRCUIT - AN OVERVIEW 10 YEARS LATER [J].
CHUA, LO .
JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 1994, 4 (02) :117-159