Fixed-time synchronization of coupled neural networks with discontinuous activation and mismatched parameters

N Li, X Wu, J Feng, Y Xu, J Lü - IEEE Transactions on Neural …, 2020 - ieeexplore.ieee.org
This article is concerned with fixed-time synchronization of the nonlinearly coupled neural
networks with discontinuous activation and mismatched parameters. First, a novel lemma is …

Fixed-time synchronization in probability of drive-response networks with discontinuous nodes and noise disturbances

N Li, X Wu, J Feng, Y Xu - Nonlinear Dynamics, 2019 - Springer
This paper proposes a novel lemma to study the fixed-time synchronization in probability,
which is less conservative and its estimated time is independent of the system's initial …

Quasi-synchronization for variable-order fractional complex dynamical networks with hybrid delay-dependent impulses

C Wei, X Wang, F Ren, Z Zeng - Neural Networks, 2024 - Elsevier
This paper focuses on addressing the problem of quasi-synchronization in heterogeneous
variable-order fractional complex dynamical networks (VFCDNs) with hybrid delay …

Quantized control based on fixed-time and predefined-time stabilization of coupled Filippov systems on networks with mismatched parameters

P Meng, F Kong, Q Zhu, HR Karimi - Nonlinear Dynamics, 2024 - Springer
This paper mainly investigates the fixed-time and predefined-time stabilization of coupled
Filippov systems on networks with mismatched parameters, which is more general and …

scRCMF: Identification of cell subpopulations and transition states from Single-Cell transcriptomes

X Zheng, S **, Q Nie, X Zou - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Single cell technologies provide an unprecedented opportunity to explore the heterogeneity
in a biological process at the level of single cells. One major challenge in analyzing single …

Control of multilayer biological networks and applied to target identification of complex diseases

W Zheng, D Wang, X Zou - BMC bioinformatics, 2019 - Springer
Background Networks have been widely used to model the structures of various biological
systems. The ultimate aim of research on biological networks is to steer biological system …

Computing hematopoiesis plasticity in response to genetic mutations and environmental stimulations

Y Wen, H He, Y Ma, D Bao, LC Cai… - Life Science …, 2025 - life-science-alliance.org
Cell plasticity (CP), describing a dynamic cell state, plays a crucial role in maintaining
homeostasis during organ morphogenesis, regeneration, and trauma-to-repair biological …

[HTML][HTML] scPADGRN: A preconditioned ADMM approach for reconstructing dynamic gene regulatory network using single-cell RNA sequencing data

X Zheng, Y Huang, X Zou - PLoS computational biology, 2020 - journals.plos.org
Disease development and cell differentiation both involve dynamic changes; therefore, the
reconstruction of dynamic gene regulatory networks (DGRNs) is an important but difficult …