Items where Author is "Alonso, Eduardo"

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. DOI https://doi.org/10.1109/tcyb.2019.2897653

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. DOI https://doi.org/10.1109/TNNLS.2014.2361267

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. DOI https://doi.org/10.1109/TNNLS.2014.2297991

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. DOI https://doi.org/10.1016/j.neunet.2013.09.010

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. DOI https://doi.org/10.1109/tnnls.2012.2205268

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. DOI https://doi.org/10.1162/neco_a_00248

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.