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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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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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A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural NetworksZhang, Huaguang ; Wang, Zhanshan ; Liu, DerongIEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1229-1262New 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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High-Performance Reconfigurable Hardware Architecture for Restricted Boltzmann MachinesLe Ly, Daniel ; Chow, PaulIEEE transaction on neural networks and learning systems, 2010-11, Vol.21 (11), p.1780-1792New York, NY: IEEETexto completo disponível |
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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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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 |
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Material Type: Artigo
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Adaptive Neural Tracking Control for a Class of Nonstrict-Feedback Stochastic Nonlinear Systems With Unknown Backlash-Like HysteresisWang, Huanqing ; Chen, Bing ; Liu, Kefu ; Liu, Xiaoping ; Lin, ChongIEEE transaction on neural networks and learning systems, 2014-05, Vol.25 (5), p.947-958New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Robust Exponential Stability of Uncertain Delayed Neural Networks With Stochastic Perturbation and Impulse EffectsTingwen Huang ; Chuandong Li ; Shukai Duan ; Starzyk, J. A.IEEE transaction on neural networks and learning systems, 2012-06, Vol.23 (6), p.866-875New York, NY: IEEETexto completo disponível |