2026 Volume 16 Issue 4
Article Contents

Xiaoli Huang, Shixin Lu, Jianglian Xiang, Wen Sun. ANTI-PERIODIC SYNCHRONIZATION FOR NABLA QUATERNION-VALUED COHEN-GROSSBERG NEURAL NETWORKS WITH TIME-VARYING DELAYS AND IMPULSIVE EFFECTS ON TIME SCALES[J]. Journal of Applied Analysis & Computation, 2026, 16(4): 2050-2078. doi: 10.11948/20250242
Citation: Xiaoli Huang, Shixin Lu, Jianglian Xiang, Wen Sun. ANTI-PERIODIC SYNCHRONIZATION FOR NABLA QUATERNION-VALUED COHEN-GROSSBERG NEURAL NETWORKS WITH TIME-VARYING DELAYS AND IMPULSIVE EFFECTS ON TIME SCALES[J]. Journal of Applied Analysis & Computation, 2026, 16(4): 2050-2078. doi: 10.11948/20250242

ANTI-PERIODIC SYNCHRONIZATION FOR NABLA QUATERNION-VALUED COHEN-GROSSBERG NEURAL NETWORKS WITH TIME-VARYING DELAYS AND IMPULSIVE EFFECTS ON TIME SCALES

  • Author Bio: Email: xlhuang_0717@126.com(X. Huang); Email: hxl2627@mnnu.edu.cn(S. Lu); Email: wsun0907@126.com(W. Sun)
  • Corresponding author: Email: jlx_edu@163.com(J. Xiang) 
  • Fund Project: This work is supported by the National Natural Science Foundation of China (No. 12301585), the Natural Science Foundation of Fujian Province, China (Nos. 2024J08207, 2023J05175), the Chongqing Municipal Education Commission (Nos. KJQN202301318, KJQN202401336), the Department of Education, Fujian Provincial (No. JAT220213)
  • This paper aims to consider a class of Nabla quaternion-valued Cohen-Grossberg neural networks with time-varying delays and impulsive effects on time scales. By employing a continuation theorem of coincidence degree and calculus theory on time scales, we first establish a novel analytical framework for anti-periodic solutions to such networks. Secondly, by constructing appropriate Lyapunov functions and designing state feedback and impulsive controllers, some sufficient conditions are derived to ensure the global exponential synchronization of the response system and the driving system. The proposed results are extensions and supplements of existing findings in the field. Finally, a numerical example is given to verify the feasibility of the main results.

    MSC: 34K14, 34K45, 92B20
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  • [1] D. Agrawal and S. Abbas, Synchronization of WPAA-solution of Clifford-valued neural network with multiple time-varying delays and impulse effects on hybrid domains, Acta Appl. Math., 2025, 197(1), 1–29.

    Google Scholar

    [2] P. Amster, Topological Methods in the Study of Boundary Value Problems, Springer, New York, 2014.

    Google Scholar

    [3] M. Bohner, M. Fan and J. Zhang, Existence of periodic solutions in predator-prey and competition dynamic systems, Nonlinear Anal. Real World Appl., 2006, 7(5), 1193–1204.

    Google Scholar

    [4] M. Bohner and A. Peterson, Dynamic Equations on Time Scales: An Introduction with Applications, Springer Science and Business Media, 2001.

    Google Scholar

    [5] Y. Chen, Y. Shi, J. Guo and J. Cai, Finite-time synchronisation of quaternion-valued memristor-based Cohen-Grossberg neural networks via event-triggered control by direct method, Int. J. Control, 2026, 99(2), 476–493.

    Google Scholar

    [6] Y. Cheng and Y. Shi, The exponential synchronization and asymptotic synchronization of quaternion-valued memristor-based Cohen-Grossberg neural networks with time-varying delays, Neural Process. Lett., 2023, 55(5), 6637–6656.

    Google Scholar

    [7] Y. Cheng, Y. Shi and J. Guo, Exponential synchronization of quaternion-valued memristor-based Cohen-Grossberg neural networks with time-varying delays: Norm method, Cogn. Neurodynamics, 2024, 18(4), 1943–1953.

    Google Scholar

    [8] M. Cohen and S. Grossberg, Absolute stability of global pattern formation and parallel memory storage by competitive neural networks, IEEE Trans. Syst. Man Cybern. Syst., 1982, 13(5), 815–826.

    Google Scholar

    [9] L. Dai and Z. Li, Almost periodic synchronization for complex-valued neural networks with time-varying delays and impulsive effects on time scales, J. Appl. Anal. Comput., 2023, 13(2), 893–912.

    Google Scholar

    [10] Z. Duan and C. Xu, Anti-periodic behavior for quaternion-valued delayed cellular neural networks, Adv. Contin. Discrete Model., 2021, 2021(1), 170.

    Google Scholar

    [11] L. Dzung and L. Hien, Positive solutions and exponential stability of nonlinear time-delay systems in the model of BAM-Cohen-Grossberg neural networks, Differ. Equ. Dyn. Syst., 2024, 32(3), 909–932.

    Google Scholar

    [12] V. Gokulakrishnan, R. Srinivasan and M. Syed Ali, Novel LMI-based boundary stabilization of stochastic delayed reaction-diffusion Cohen-Grossberg BAM neural networks with impulsive effects, Neural Process. Lett., 2024, 56(2), 76–101.

    Google Scholar

    [13] J. Guo, Y. Shi, W. Luo and W. Shen, Adaptive global synchronization for a class of quaternion-valued cohen-grossberg neural networks with known or unknown parameters, Mathematics, 2023, 11(16), 3553.

    Google Scholar

    [14] S. Hilger, Ein Mab$\beta$kettenkalkül mit Anwendung auf Zentrumsmannig-Faltigkeiten, Universitat Wurzburg, 1988.

    Google Scholar

    [15] S. Hong, Stability criteria for set dynamic equations on time scales, Comput. Math. Appl., 2010, 59(11), 3444–3457.

    Google Scholar

    [16] Y. Huang and Q. Hao, Finite-time and pinning synchronization of multi-weighted delayed coupled Cohen-Grossberg neural networks, Neural Comput. Appl., 2024, 36(1), 483–504.

    Google Scholar

    [17] S. Jia, C. Hu and H. Jiang, Fixed preassigned-time synchronization of fully quaternion-valued Cohen-Grossberg neural networks with generalized time delay, Mathematics, 2023, 11(23), 4825.

    Google Scholar

    [18] M. Kobayashi, Quaternionic Hopfield neural network with twin-multistate activation function, Neurocomputing, 2017, 267, 304–310.

    Google Scholar

    [19] F. Kong, Q. Zhu and H. Karimi, Fixed-time periodic stabilization of discontinuous reaction-diffusion Cohen-Grossberg neural networks, Neural Netw., 2023, 166, 354–365.

    Google Scholar

    [20] V. Kumar, J. Heiland and P. Benner, Exponential lag synchronization of Cohen-Grossberg neural networks with discrete and distributed delays on time scales, Neural Process. Lett., 2023, 55(7), 9907–9929.

    Google Scholar

    [21] R. Li and J. Cao, Exponential stabilization of inertial quaternion-valued Cohen-Grossberg neural networks: Lexicographical order method, Int. J. Robust Nonlinear Control, 2020, 30(13), 5205–5220.

    Google Scholar

    [22] R. Li, X. Gao, J. Cao and K. Zhang, Stability analysis of quaternion-valued Cohen-Grossberg neural networks, Math. Methods Appl. Sci., 2019, 42(10), 3721–3738.

    Google Scholar

    [23] Y. Li, X. Chen and Z. Lu, Stability and existence of periodic solutions to delayed Cohen-Grossberg BAM neural networks with impulses on time scales, Neurocomputing, 2019, 72, 1621–1630.

    Google Scholar

    [24] Y. Li and S. Gao, Global exponential stability for impulsive BAM neural networks with distributed delays on time scales, Neural Process. Lett., 2010, 31(1), 65–91.

    Google Scholar

    [25] Y. Li, J. Qin and B. Li, Anti-periodic solutions for quaternion-valued high-order Hopfield neural networks with time-varying delays, Neural Process. Lett., 2019, 49(3), 1217–1237.

    Google Scholar

    [26] Z. Li and W. Liu, The anti-periodic solutions of incommensurate fractional-order Cohen-Grossberg neural network with inertia, AIMS Math., 2025, 10(2), 3180–3196.

    Google Scholar

    [27] S. Mandal and N. Majee, Existence of periodic solutions for a class of Cohen-Grossberg type neural networks with neutral delays, Neurocomputing, 2011, 74(6), 1000–1007.

    Google Scholar

    [28] N. Matsui, T. Isokawa, H. Kusamichi, F. Peper and H. Nishimura, Quaternion neural network with geometrical operators, J. Intell. Fuzzy Syst., 2004, 15(3), 149–164.

    Google Scholar

    [29] U. Ozkan, M. Sarikaya and H. Yildirim, Extensions of certain integral inequalities on time scales, Appl. Math. Lett., 2008, 21(10), 993–1000.

    Google Scholar

    [30] C. Popa, Synchronization of Clifford-valued neural networks with leakage, time-varying, and infinite distributed delays on time scales, AIMS Math., 2024, 9(7), 18796–18823.

    Google Scholar

    [31] C. Popa, Stability and synchronization of octonion-valued neural networks with leakage and mixed delays on time scales, Comput. Appl. Math., 2024, 43(5), 300–326.

    Google Scholar

    [32] S. Shen, X. Meng and L. Yang, Pseudo almost periodic synchronization of OVCNNs with time-varying delays and distributed delays on time scales, Qual. Theory Dyn. Syst., 2024, 23(1), 1–27.

    Google Scholar

    [33] A. Sudbery, Quaternionic analysis, Math. Proc. Camb. Philos. Soc., Cambridge University Press, 1979, 85(2), 199–225.

    Google Scholar

    [34] P. Wan and Z. Zeng, Impulsive stabilization of nonautonomous timescale-type neural networks with constant and unbounded time-varying delays, IEEE Trans. Syst. Man Cybern. Syst., 2022, 53(1), 542–554.

    Google Scholar

    [35] X. Wang, J. Lan, X. Yang and X. Zhang, Global robust exponential synchronization of neutral-type interval Cohen-Grossberg neural networks with mixed time delays, Inf. Sci., 2024, 676, 120806.

    Google Scholar

    [36] W. Wu and L. Yang, Impulsive stochastic BAM neural networks on an invariant under a translation time scale, Acta Appl. Math., 2020, 169(1), 647–665.

    Google Scholar

    [37] Q. Xiao and Z. Zeng, Scale-limited Lagrange stability and finite-time synchronization for memristive recurrent neural networks on time scales, IEEE Trans. Cybern., 2017, 47(10), 2984–2994.

    Google Scholar

    [38] J. Zhang and X. Nie, Multiple exponential stability for short memory fractional impulsive Cohen-Grossberg neural networks with time delays, Appl. Math. Comput., 2025, 486, 129066.

    Google Scholar

    [39] Q. Zhang, L. Yang and J. Liu, Existence and stability of anti-periodic solutions for impulsive fuzzy Cohen-Grossberge neural networks on time scales, Math. Slovaca, 2014, 64(1), 119–138.

    Google Scholar

    [40] Y. Zhang, T. Xie and Y. Ma, Stabilization of neutral inertial Cohen-Grossberg neural networks with mixed time delays by nonreduced order approach, Int. J. Control Autom. Syst., 2025, 23(6), 1860–1871.

    Google Scholar

    [41] L. Zhao and P. Liu, Global exponential stability and existence of periodic solution and anti-periodic solution for delayed Cohen-Grossberg BAM neural networks with impulse on time scales, Int. J. Pure Appl. Math., 2010, 62(3), 305–326.

    Google Scholar

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