Improved gradient-based neural networks for online solution of Lyapunov matrix equation

A recurrent neural network for solving Sylvester equation with time-varying coefficients

Yunong Zhang, Danchi Jiang, Jun Wang · IEEE Transactions on Neural Networks · 2002 · 660 citations

Natural Sciences, Mathematics, Differential Equations +16

Design and Analysis of a General Recurrent Neural Network Model for Time-Varying Matrix Inversion

Yong Zhang, Shuzhi Sam Ge · IEEE Transactions on Neural Networks · 2005 · 621 citations

Engineering, Mechatronics Engineering, Robotics Engineering +15

Gradient based iterative algorithms for solving a class of matrix equations

Feng Ding, Tongwen Chen · IEEE Transactions on Automatic Control · 2005 · 497 citations

Computing, Mathematics, Algorithms +14

A gradient descent rule for spiking neurons emitting multiple spikes

Olaf Booij, Hieu Nguyen · Information Processing Letters · 2005 · 171 citations

Life Sciences, Neuroscience, Computational Neuroscience +13

A recurrent neural network for real-time matrix inversion

Jun Wang · Applied Mathematics and Computation · 1993 · 153 citations

Computing, Computer Science, Machine Learning +5