Tìm kiếm theo cụm từ
Chi tiết
Tên New results on robust finite-time passivity for fractional-order neural networks with uncertainties
Lĩnh vực Toán học
Tác giả Mai Viết Thuận, Dinh Cong Huong, Dương Thị Hồng
Nhà xuất bản / Tạp chí Neural Processing Letters (2018) DOI: 10.1007/s11063-018-9902-9 Năm 2018
Tóm tắt nội dung

In this paper, the robust finite-time passivity for a class of fractional-order neural networks with uncertainties is considered. Firstly, the definition of finite-time passivity of fractional-order neural networks is introduced. Then, by using finite-time stability theory and linear matrix inequality approach, new sufficient conditions that ensure the finite-time passivity of the fractional-order neural network systems are derived via linear matrix inequalities which can be effectively solved by various computational tools. Finally, three numerical examples with simulation results are given to illustrate the effectiveness of the proposed method.