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Neural Networks : the Official Journal of the International Neural Network Society|June 15, 2026
Neural network-based practical prescribed-time bearing-constrained secure formation control for second-order nonlinear multi-mobile robot systemsChuanjun Peng, Chuanhai Yang, Qingshan Liu
ISA Transactions|August 6, 2026
Safety-critical target enclosing control for multi-robot systems: A robust reconfigurable strategyChuanjun Peng, Chuanhai Yang, Qingshan Liu
Neural Networks : the Official Journal of the International Neural Network Society|February 28, 2025
Neural-network-based practical specified-time resilient formation maneuver control for second-order nonlinear multi-robot systems under FDI attacksChuanhai Yang, Jingyi Huang, Shuang Wu, et al.
IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society|November 26, 2009
A recurrent neural network based on projection operator for extended general variational inequalitiesQingshan Liu, Jinde Cao
Neural Networks : the Official Journal of the International Neural Network Society|February 5, 2008
Two k-winners-take-all networks with discontinuous activation functionsQingshan Liu, Jun Wang
IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society|May 4, 2011
A one-layer recurrent neural network for constrained nonsmooth optimizationQingshan Liu, Jun Wang
IEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
A one-layer projection neural network for nonsmooth optimization subject to linear equalities and bound constraintsQingshan Liu, Jun Wang
Neural Networks : the Official Journal of the International Neural Network Society|November 4, 2019
A consensus algorithm based on collective neurodynamic system for distributed optimization with linear and bound constraintsYan Zhao, Qingshan Liu
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