Robust Stabilization of Delayed Neural Networks: Dissipativity-Learning Approach

• Main Authors: Ramasamy Saravanakumar, Hyung Soo Kang, Choon Ki Ahn, Xiaojie Su, Hamid Reza Karimi
• Other Authors: Chongqing University
• Format: Article
• Published: 2020
• Subjects: Computer Science
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/50642
• Institution: Mahidol University

© 2012 IEEE. This paper examines the robust stabilization problem of continuous-time delayed neural networks via the dissipativity-learning approach. A new learning algorithm is established to guarantee the asymptotic stability as well as the (Q,S,R) - α -dissipativity of the considered neural netw...