Stability analysis of delayed neural networks via compound-parameter-based integral inequality

• Main Authors: Xue, Wenlong, Jin, Zhenghong, Tian, Yufeng
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Mathematical Sciences; Neural networks; Time-varying delay
• 在線閱讀: https://hdl.handle.net/10356/179899

This paper revisits the issue of stability analysis of neural networks subjected to time-varying delays. A novel approach, termed a compound-matrix-based integral inequality (CPBII), which accounts for delay derivatives using two adjustable parameters, is introduced. By appropriately adjusting these...