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A Fuzzy MLED-CGNNs with Time Lags

In: Mittag-Leffler Euler Difference Techniques

Author

Listed:
  • Tianwei Zhang

    (Yunnan University, Department of Mathematics)

  • Yongkun Li

    (Yunnan University, Department of Mathematics)

  • Jianwen Zhou

    (Yunnan University, Department of Mathematics)

Abstract

This chapter establishes a Mittag–Leffler Euler difference model for the fuzzy Cohen–Grossberg neural networks of fractional order in the sense of Caputo. Next, the existence of a unique global bounded solution and equilibrium point of the acquired difference model is studied by using the contractive mapping principle. Finally, global exponential stability and synchronization of the difference model are investigated by employing some inequality techniques and reduction.

Suggested Citation

  • Tianwei Zhang & Yongkun Li & Jianwen Zhou, 2025. "A Fuzzy MLED-CGNNs with Time Lags," Springer Books, in: Mittag-Leffler Euler Difference Techniques, chapter 0, pages 69-96, Springer.
    • Handle: RePEc:spr:sprchp:978-981-96-6228-9_3
    DOI: 10.1007/978-981-96-6228-9_3
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