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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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Feature Learning for Image Classification Via Multiobjective Genetic ProgrammingShao, Ling ; Liu, Li ; Li, XuelongIEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1359-1371New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Novel Cascade FPGA Accelerator for Support Vector Machines ClassificationPapadonikolakis, M. ; Bouganis, C.IEEE transaction on neural networks and learning systems, 2012-07, Vol.23 (7), p.1040-1052New York, NY: IEEETexto completo disponível |
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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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Material Type: Artigo
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Adaptive Consensus Control for a Class of Nonlinear Multiagent Time-Delay Systems Using Neural NetworksChen, C. L. Philip ; Guo-Xing Wen ; Yan-Jun Liu ; Fei-Yue WangIEEE transaction on neural networks and learning systems, 2014-06, Vol.25 (6), p.1217-1226New 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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Global and Local Structure Preservation for Feature SelectionLiu, Xinwang ; Wang, Lei ; Zhang, Jian ; Yin, Jianping ; Liu, HuanIEEE transaction on neural networks and learning systems, 2014-06, Vol.25 (6), p.1083-1095New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Quantized Kernel Least Mean Square AlgorithmBadong Chen ; Songlin Zhao ; Pingping Zhu ; Principe, J. C.IEEE transaction on neural networks and learning systems, 2012-01, Vol.23 (1), p.22-32New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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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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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 |