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Adaptive Optimal Control of Unknown Constrained-Input Systems Using Policy Iteration and Neural NetworksModares, Hamidreza ; Lewis, Frank L. ; Naghibi-Sistani, Mohammad-BagherIEEE transaction on neural networks and learning systems, 2013-10, Vol.24 (10), p.1513-1525New York, NY: IEEETexto completo disponível |
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On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep ArchitecturesBianchini, Monica ; Scarselli, FrancoIEEE transaction on neural networks and learning systems, 2014-08, Vol.25 (8), p.1553-1565New York, NY: IEEETexto completo disponível |
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NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature MapsAimar, Alessandro ; Mostafa, Hesham ; Calabrese, Enrico ; Rios-Navarro, Antonio ; Tapiador-Morales, Ricardo ; Lungu, Iulia-Alexandra ; Milde, Moritz B. ; Corradi, Federico ; Linares-Barranco, Alejandro ; Liu, Shih-Chii ; Delbruck, TobiIEEE transaction on neural networks and learning systems, 2019-03, Vol.30 (3), p.644-656United States: IEEETexto completo disponível |
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Adaptive Fuzzy Neural Network Control for a Constrained Robot Using Impedance LearningHe, Wei ; Dong, YitingIEEE transaction on neural networks and learning systems, 2018-04, Vol.29 (4), p.1174-1186United States: IEEETexto completo disponível |
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Output Reachable Set Estimation and Verification for Multilayer Neural NetworksXiang, Weiming ; Tran, Hoang-Dung ; Johnson, Taylor T.IEEE transaction on neural networks and learning systems, 2018-11, Vol.29 (11), p.5777-5783United States: IEEETexto completo disponível |
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Sparse Bayesian Extreme Learning Machine for Multi-classificationJIAHUA LUO ; VONG, Chi-Man ; WONG, Pak-KinIEEE transaction on neural networks and learning systems, 2014-04, Vol.25 (4), p.836-843New York, NY: IEEETexto completo disponível |
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Distributed Neural Network Control for Adaptive Synchronization of Uncertain Dynamical Multiagent SystemsPeng, Zhouhua ; Wang, Dan ; Zhang, Hongwei ; Sun, GangIEEE transaction on neural networks and learning systems, 2014-08, Vol.25 (8), p.1508-1519New York, NY: IEEETexto completo disponível |
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Dynamic Surface Control Using Neural Networks for a Class of Uncertain Nonlinear Systems With Input SaturationChen, Mou ; Tao, Gang ; Jiang, BinIEEE transaction on neural networks and learning systems, 2015-09, Vol.26 (9), p.2086-2097United States: IEEETexto completo disponível |
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Material Type: Artigo
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Prescribed Performance Control of Uncertain Euler-Lagrange Systems Subject to Full-State ConstraintsZhao, Kai ; Song, Yongduan ; Ma, Tiedong ; He, LiuIEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3478-3489United States: IEEETexto completo disponível |
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Material Type: Artigo
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Observer-Based Adaptive Neural Network Control for Nonlinear Stochastic Systems With Time DelayZhou, Qi ; Shi, Peng ; Xu, Shengyuan ; Li, HongyiIEEE transaction on neural networks and learning systems, 2013-01, Vol.24 (1), p.71-80New York, NY: IEEETexto completo disponível |