127 citations · 207 across the 11 of their papers we have counts for
12 papers
DISA: A Dual Inexact Splitting Algorithm for Distributed Convex Composite Optimization
Luyao Guo, Xinli Shi, Shaofu Yang +1
In this paper, we propose a novel Dual Inexact Splitting Algorithm (DISA) for distributed convex composite optimization problems, where the local loss function consists of a smooth…
Variational inequalities of multilayer elastic systems with interlayer friction: existence and uniqueness of solution and convergence of numerical solution
Zhizhuo Zhang, Xiaobing Nie, Jinde Cao
Based on the mathematical-physical model of pavement mechanics, a multilayer elastic system with interlayer friction conditions is constructed. Given the complex boundary condition…
Distributed Pinning Set Stabilization of Large-Scale Boolean Networks
Shiyong Zhu, Jianquan Lu, Liangjie Sun +1
In this article, we design the distributed pinning controllers to globally stabilize a Boolean network (BN), specially a sparsely connected large-scale one, towards a preassigned s…
Polynomial-Time Algorithms for Structurally Observable Graphs by Controlling Minimal Vertices
Shiyong Zhu, Jianquan Lu, Daniel W. C. Ho +1
The aim of this paper is to characterize an important class of marked digraphs, called structurally observable graphs (SOGs), and to solve two minimum realization problems. To begi…
A SOM-based Gradient-Free Deep Learning Method with Convergence Analysis
Shaosheng Xu, Jinde Cao, Yichao Cao +1
As gradient descent method in deep learning causes a series of questions, this paper proposes a novel gradient-free deep learning structure. By adding a new module into traditional…
Stability Analysis of Quaternion-valued Neural Networks with Leakage Delay and Additive Time-varying Delays
Qun Huang, Jinde Cao
In this paper, the stability analysis of quaternion-valued neural networks (QVNNs) with both leakage delay and additive time-varying delays is proposed. By employing the Lyapunov-K…
A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers
Paweł Staszewski, Maciej Jaworski, Jinde Cao +1
In this paper, we consider the problem of descriptors construction for the task of content-based image retrieval using deep neural networks. The idea of neural codes, based on full…
A Separation-Based Methodology to Consensus Tracking of Switched High-Order Nonlinear Multi-Agent Systems
Maolong Lv, Wenwu Yu, Jinde Cao +1
This work investigates a reduced-complexity adaptive methodology to consensus tracking for a team of uncertain high-order nonlinear systems with switched (possibly asynchronous) dy…
A Directed Spanning Tree Adaptive Control Framework for Time-Varying Formations
Dongdong Yue, Simone Baldi, Jinde Cao +2
In this paper, the time-varying formation and time-varying formation tracking problems are solved for linear multi-agent systems over digraphs without the knowledge of the eigenval…
Pinning Stabilizer Design for Large-Scale Probabilistic Boolean Networks
Lin Lin, Jinde Cao, Jianquan Lu +1
This paper investigates the stabilization of probabilistic Boolean networks (PBNs) via a novel pinning control strategy based on network structure. In a PBN, the evolution equation…
Sensors Design for Large-Scale Boolean Networks via Pinning Observability
Shiyong Zhu, Jianquan Lu, Jie Zhong +2
In this paper, a set of sensors is constructed via the pinning observability approach with the help of observability criteria given in [1] and [2], in order to make the given Boole…
Computing the Laplacian spectrum of linear octagonal-quadrilateral networks and its applications
Jia-Bao Liu, Zhi-Yu Shi, Ying-Hao Pan +3
Let Ln denote linear octagonal-quadrilateral networks. In this paper, we aim to firstly investigate the Laplacian spectrum on the basis of Laplacian polynomial of Ln. Then, by appl…