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Material Type: Artigo
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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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Material Type: Artigo
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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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Material Type: Artigo
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Classification in the Presence of Label Noise: A SurveyFrenay, Benoit ; Verleysen, MichelIEEE transaction on neural networks and learning systems, 2014-05, Vol.25 (5), p.845-869New York, NY: IEEETexto completo disponível |
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4 |
Material Type: Artigo
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3D Convolutional Neural Networks for Human Action RecognitionJi, Shuiwang ; Yang, Ming ; Yu, KaiIEEE transactions on pattern analysis and machine intelligence, 2013-01, Vol.35 (1), p.221-231 [Periódico revisado por pares]Los Alamitos, CA: IEEETexto completo disponível |
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Material Type: Artigo
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Architecture selection for networks trained with extreme learning machine using localized generalization error modelXi-zhao, Wang ; Qing-yan, Shao ; Qing, Miao ; Jun-hai, ZhaiNeurocomputing (Amsterdam), 2013-02, Vol.102, p.3-9 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear SystemsLiu, Derong ; Wei, QinglaiIEEE transaction on neural networks and learning systems, 2014-03, Vol.25 (3), p.621-634New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG SignalKhosrowabadi, Reza ; Chai Quek ; Kai Keng Ang ; Wahab, AbdulIEEE transaction on neural networks and learning systems, 2014-03, Vol.25 (3), p.609-620New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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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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Material Type: Artigo
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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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Material Type: Artigo
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Delay-Dependent Stability Criteria for Generalized Neural Networks With Two Delay ComponentsChuan-Ke Zhang ; Yong He ; Jiang, L. ; Wu, Q. H. ; Min WuIEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1263-1276New York, NY: IEEETexto completo disponível |