Synchronization for fractional-order neural networks with unbounded delays

• Tác giả: Thi-Hong Duong, Thi Thu-Loan Vu
• Ngôn ngữ: eng
• Thông tin xuất bản: Tạp chí Khoa học Trường Đại học Sư phạm Hà Nội 2: Chuyên san Khoa học Tự nhiên và Công nghệ, 2024
• Mô tả vật lý: tr.59
• Bộ sưu tập: Metadata
• ID: 462387

Tóm tắt

This paper deals with synchronization analysis problem for a class of fractional-order neural networks with unbounded delays. Using the Lyapunov function method combined with fractional Halanay inequality, we derive a novel sufficient condition for asymptotic stability of the error system resulting in two neural networks are synchronized. The obtained conditions are given in terms of linear matrix inequalities, which therefore can be efficiently checked. A numerical example is proposed to illustrate the effectiveness of the obtained results.