A Fuzzy MLED-CGNNs with Time Lags

Tianwei Zhang (), Yongkun Li () and Jianwen Zhou ()
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Tianwei Zhang: Yunnan University, Department of Mathematics
Yongkun Li: Yunnan University, Department of Mathematics
Jianwen Zhou: Yunnan University, Department of Mathematics

Chapter Chapter 3 in Mittag-Leffler Euler Difference Techniques, 2025, pp 69-96 from Springer

Abstract: 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.

Date: 2025
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DOI: 10.1007/978-981-96-6228-9_3

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