Stability Analysis for Delayed Neural Networks via a Generalized Reciprocally Convex Inequality.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3144032
Abstract: This article deals with the stability of neural networks (NNs) with time-varying delay. First, a generalized reciprocally convex inequality (RCI) is presented, providing a tight bound for reciprocally convex combinations. This inequality includes some existing… read more here.
Keywords: convex inequality; neural networks; stability; reciprocally convex ... See more keywords
Continuous-Time Algorithm for Approximate Distributed Optimization With Affine Equality and Convex Inequality Constraints
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2019.2957156
Abstract: A distributed optimization problem (DOP) with affine equality and convex inequality constraints is studied in this article. First, the consensus constraint of the considered DOP is relaxed and a related approximate DOP (ADOP) is presented.… read more here.
Keywords: affine equality; inequality constraints; equality convex; convex inequality ... See more keywords