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

• Main Authors: Xue, Wenlong, Jin, Zhenghong, Tian, Yufeng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Mathematical Sciences; Neural networks; Time-varying delay
• Online Access: https://hdl.handle.net/10356/179899
• Institution: Nanyang Technological University

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...