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Bidirectional Extreme Learning Machine for Regression Problem and Its Learning EffectivenessYang, Yimin ; Wang, Yaonan ; Yuan, XiaofangIEEE transaction on neural networks and learning systems, 2012-09, Vol.23 (9), p.1498-1505New York, NY: IEEETexto completo disponível |
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Ensemble Learning in Fixed Expansion Layer Networks for Mitigating Catastrophic ForgettingCoop, Robert ; Mishtal, Aaron ; Arel, ItamarIEEE transaction on neural networks and learning systems, 2013-10, Vol.24 (10), p.1623-1634New York, NY: IEEETexto completo disponível |
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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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Discriminative Least Squares Regression for Multiclass Classification and Feature SelectionXiang, Shiming ; Nie, Feiping ; Meng, Gaofeng ; Pan, Chunhong ; Zhang, ChangshuiIEEE transaction on neural networks and learning systems, 2012-11, Vol.23 (11), p.1738-1754New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Common Nature of Learning Between Back-Propagation and Hopfield-Type Neural Networks for Generalized Matrix Inversion With Simplified ModelsZhang, Yunong ; Guo, Dongsheng ; Li, ZhanIEEE transaction on neural networks and learning systems, 2013-04, Vol.24 (4), p.579-592New York, NY: IEEETexto completo disponível |
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A One-Layer Projection Neural Network for Nonsmooth Optimization Subject to Linear Equalities and Bound ConstraintsLiu, Qingshan ; Wang, JunIEEE transaction on neural networks and learning systems, 2013-05, Vol.24 (5), p.812-824New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Memristor Bridge Synapse-Based Neural Network and Its LearningAdhikari, S. P. ; Changju Yang ; Hyongsuk Kim ; Chua, L. O.IEEE transaction on neural networks and learning systems, 2012-09, Vol.23 (9), p.1426-1435New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization ApproachLixin Duan ; Dong Xu ; Tsang, I. W.IEEE transaction on neural networks and learning systems, 2012-03, Vol.23 (3), p.504-518New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Neural-Adaptive Control of Single-Master-Multiple-Slaves Teleoperation for Coordinated Multiple Mobile Manipulators With Time-Varying Communication Delays and Input UncertaintiesLi, Zhijun ; Su, Chun-YiIEEE transaction on neural networks and learning systems, 2013-09, Vol.24 (9), p.1400-1413New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Online Nonnegative Matrix Factorization With Robust Stochastic ApproximationGuan, Naiyang ; Tao, Dacheng ; Luo, Zhigang ; Yuan, BoIEEE transaction on neural networks and learning systems, 2012-07, Vol.23 (7), p.1087-1099New York, NY: IEEETexto completo disponível |