Zhang neural networks: an introduction to predictive computations for discretized time-varying matrix problems
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DOI: 10.1007/s00211-023-01393-5
Abstract: This paper wants to increase our understanding and computational know-how for time-varying matrix problems and Zhang Neural Networks. These neural networks were invented for time or single parameter-varying matrix problems around 2001 in China and… read more here.
Keywords: varying matrix; time; zhang neural; matrix problems ... See more keywords
Complex Zhang neural networks for complex-variable dynamic quadratic programming
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DOI: 10.1016/j.neucom.2018.10.078
Abstract: Abstract In this paper, a neurodynamic approach concerning complex Zhang neural networks (ZNNs) is presented to solve a complex-variable dynamic quadratic programming (QP). The proposed complex ZNNs are activated by various complex activation functions respectively,… read more here.
Keywords: neural networks; complex zhang; complex variable; variable dynamic ... See more keywords
Computing Time-Varying ML-Weighted Pseudoinverse by the Zhang Neural Networks
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DOI: 10.1080/01630563.2020.1740887
Abstract: Abstract The Zhang neural network (ZNN), a recurrent neural network, proposed in 2001, is particularly effective in solving time-varying problems. It has shown high efficiency and excellent performance in various applications. The weighted pseudoinverse is… read more here.
Keywords: time varying; weighted pseudoinverse; zhang neural; neural networks ... See more keywords