## O(N 2)-Operation Approximation of Covariance Matrix Inverse in Gaussian Process Regression Based on Quasi-Newton BFGS Method

- William E. Leithead, Yunong Zhang
- Communications in Statistics - Simulation and…
- 2007

@inproceedings{Zhang2008MATLABSA, title={MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Time-Varying Lyapunov Equation Solving}, author={Yunong Zhang and Shuai Yue and Ke Chen and Chenfu Yi}, booktitle={ISNN}, year={2008} }

- Published 2008 in ISNN
DOI:10.1007/978-3-540-87732-5_14

This paper presents a new kind of recurrent neural network proposed by Zhang et al. for solving online Lyapunov equation with time-varying coefficient matrices. Global exponential convergence could be achieved by such a recurrent neural network when solving the timevarying problems in comparison with gradient neural networks (GNN). MATLAB simulation of both… CONTINUE READING

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