A Unified Fixed-/Preassigned-Time Synchronization Approach for Delayed Memristive Neural Networks
The synchronization problem of delayed memristive neural networks (DMNNs) is investigated, with a particular focus on fixed-time synchronization (FXTS) and preassigned-time synchronization (PTS). Initially, a unified controller is designed to achieve FXTS and PTS for DMNNs. By using the Lyapunov stability method, the <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">p</i>-th moment FXTS/PTS criteria are derived simultaneously, where the settling-time of FXTS is independent of the initial state. Finally, numerical simulation is conducted to validate the significant results obtained in this study.
Authors
- Jiemei Zhao (ORCID: https://orcid.org/0000-0002-4147-1883)
- Jiarong Tian
- Qingfang Wang (ORCID: https://orcid.org/0000-0002-4726-2329)
Institutions
- Wuhan Polytechnic University (CN)
Publication Details
- Journal
- IEEE Access
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1109/access.2025.3619533
- Primary Topic
- Neural Networks and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00