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This paper mainly focuses on solving problem of time-invariant Lyapunovmatrix equation via Zhang neural network and traditional gradient-based neural network. Generally speaking, based on constructing an unbounded error function, Zhang Neural Networks (ZNN) is depicted in an explicit dynamics for time-varying matrix equation solving, while the traditional Gradient-based Neural Networks (GNN) is an...
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