Article

Li, Shuhui and Won, Hoyun and Fu, Xingang and Fairbank, Michael and Wunsch, Donald C and Alonso, Eduardo (2020) 'Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results.' IEEE Transactions on Cybernetics, 50 (7). pp. 3218-3230. ISSN 1083-4419

Fu, Xingang and Li, Shuhui and Fairbank, Michael and Wunsch, Donald C and Alonso, Eduardo (2015) 'Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter.' IEEE Transactions on Neural Networks and Learning Systems, 26 (9). pp. 1900-1912. ISSN 2162-237X

Fairbank, Michael and Prokhorov, Danil and Alonso, Eduardo (2014) 'Clipping in Neurocontrol by Adaptive Dynamic Programming.' IEEE Transactions on Neural Networks and Learning Systems, 25 (10). pp. 1909-1920. ISSN 2162-237X

Fairbank, Michael and Li, Shuhui and Fu, Xingang and Alonso, Eduardo and Wunsch, Donald (2014) 'An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances.' Neural Networks, 49. pp. 74-86. ISSN 0893-6080

Fairbank, Michael and Alonso, Eduardo and Prokhorov, Danil (2012) 'Simple and fast calculation of the second-order gradients for globalized dual heuristic dynamic programming in neural networks.' IEEE Transactions on Neural Networks and Learning Systems, 23 (10). pp. 1671-1676. ISSN 1045-9227

Fairbank, Michael and Alonso, Eduardo (2012) 'Efficient calculation of the Gauss-Newton approximation of the Hessian matrix in neural networks.' Neural Computation, 24 (3). pp. 607-610. ISSN 0899-7667

Conference or Workshop Item

Fairbank, Michael and Alonso, Eduardo (2012) Value-gradient learning. In: The 2012 International Joint Conference on Neural Networks (IJCNN), 2012-06-10 - 2012-06-15, Brisbane, QLD, Australia.