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Synchronization of Unidirectional Ring Structured Identical Fitzhugh-Nagumo Network under Ionic and External Electrical Stimulations

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초록

SynchronizationofunidirectionalidenticalFitzHugh-Nagumo systems coupled in a ring structure under ionic and external electrical stim- ulations is investigated. In this network, each neuron is only connected and transmit signals to its next neuron via synaptic strength called gap- junctions. Adaptive control theory and Lyapunov stability theory are used to propose a unique control scheme with necessary and sufficient condi- tions which guarantee the synchronization of the neuronal network. Fi- nally, the effectiveness of the proposed scheme is shown through numerical simulations.

Abstract

SynchronizationofunidirectionalidenticalFitzHugh-Nagumo systems coupled in a ring structure under ionic and external electrical stim- ulations is investigated. In this network, each neuron is only connected and transmit signals to its next neuron via synaptic strength called gap- junctions. Adaptive control theory and Lyapunov stability theory are used to propose a unique control scheme with necessary and sufficient condi- tions which guarantee the synchronization of the neuronal network. Fi- nally, the effectiveness of the proposed scheme is shown through numerical simulations.

참고문헌 (20)

  1. Ibrahim, Malik Muhammad, "Complex Synchronization of a Ring-Structured Network of FitzHugh-Nagumo Neurons With Single-and Dual-State Gap Junctions Under Ionic Gates and External Electrical Disturbance", IEEE Ac-cess, 7, pp.57894~57906 (2019)
  2. Che, Yan-Qiu, "Chaos synchronization of coupled neurons via adaptive sliding mode control", Nonlinear Analysis: Real World Application, 12(6), pp.3199~3206 (2011)
  3. Pecora, Louis M, "Synchronization in chaotic systems", Physical review letters, 64(8), pp.821~ (1990)
  4. Yu, Haitao, "Adaptive backstepping sliding mode control for chaos synchronization of two coupled neurons in the external electrical stimulation", Communi-cations in Nonlinear Science and Numerical Simulation, 17(3), pp.1344~1354 (2012)
  5. Freund, Hans-Joachim, "Motor unit and muscle activity in voluntary motor control", Phys-iological Reviews, 63(2), pp.387~436 (1983)
  6. Levy, Ron, "High-frequency synchronization of neuronal activity in the subthalamic nucleus of parkinsonian patients with limb tremor", Journal of Neuroscience, 20(20), pp.7766~7775 (2000)
  7. Sun, Xiaojuan, "Synchronization transitions induced by partial time delay in a excitatory-inhibitory coupled neuronal network", Nonlinear Dynamics, 89(4), pp.2509~2520 (2017)
  8. Wang, Jiang, "Chaotic synchronization of two cou-pled neurons via nonlinear control in external electrical stimulation", Chaos, Solitons & Fractals, 27(5), pp.1272~1278 (2006)
  9. Mishra, Deepak, "Controlling synchronization of modified Fitzhugh-Nagumo neurons under external electrical stimu-lation", IFAC-PapersOnLine, 4(1) (2006)
  10. Che, Yan-Qiu, "Chaos syn-chronization of coupled neurons under electrical stimulation via robust adaptive fuzzy control", Nonlinear Dynamics, 61(4), pp.847~857 (2010)
  11. Plotnikov, "Control of synchronization in two delay-coupled FitzHugh-Nagumo systems with heterogeneities", IFAC-PapersOnLine, 48(11), pp.887~891 (2015)
  12. Tehrani, Niloofar Farajzadeh, "Bifurcation structure of two coupled FHN neurons with delay", Mathematical biosciences, 270, pp.41~56 (2015)
  13. Armanyos, Mina, "Fractional-order syn-chronization of two neurons using Fitzhugh-Nagumo neuron model", 2016 3rd Interna-tional Conference on Advances in Computational Tools for Engineering Applications (ACTEA), pp.168~171 (2016)
  14. Plotnikov, Sergei A, "Controlled synchronization in two hybrid FitzHugh-Nagumo systems", IFAC-PapersOnLine, 49(14), pp.137~141 (2016)
  15. Saha, Arindam, "Extreme events in FitzHugh-Nagumo oscillators cou-pled with two time delays", Physical Review E, 95(6), pp.062219~ (2017)
  16. Zhen, Bin, "Influence of Time Delay in Signal Trans-mission on Synchronization between Two Coupled FitzHugh-Nagumo Neurons", Applied Sciences, 9(10), pp.2159~ (2019)
  17. Kamran, Muhammad A, "Cortical signal analysis and advances in functional near-infrared spectroscopy signal: a review", Frontiers in human neuroscience, 10, pp.261~ (2016)
  18. Mannan, Malik M Naeem, "Hybrid EEGEye tracker: Automatic identification and removal of eye movement and blink artifacts from electroencephalographic signal", Sensors, 16(2), pp.241~ (2016)
  19. Mannan, Malik M Naeem, "Hybrid ICARegression: automatic identification and removal of ocular artifacts from electroen-cephalographic signals", Frontiers in human neuroscience, 10, pp.193~ (2016)
  20. Mannan, Malik M Naeem, "Effect of EOG signal filtering on the removal of ocular artifacts and EEG-based brain-computer interface: A comprehensive study", Complexity, 2018 (2018)

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