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Neural Networks, Volume 55

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Volume 55, July 2014

Mathematical and Computational Analysis

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Guodong Zhang, Yi Shen:
Exponential synchronization of delayed memristor-based chaotic neural networks via periodically intermittent control. 1-10

Neuroscience

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  - journals/nn/MaruyamaMMKIMA14
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Ryuichi Maruyama, Kazuma Maeda, Hajime Moroda, Ichiro Kato, Masashi Inoue, Hiroyoshi Miyakawa, Toru Aonishi:
Detecting cells using non-negative matrix factorization on calcium imaging data. 11-19

Mathematical and Computational Analysis

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Zheng Yan, Jun Wang, Guocheng Li:
A collective neurodynamic optimization approach to bound-constrained nonconvex optimization. 20-29

Learning Systems

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Xiong Yang, Derong Liu, Ding Wang, Qinglai Wei:
Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning. 30-41

Engineering and Applications

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  - journals/nn/KhushabaTMK14
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Rami N. Khushaba, Maen Takruri, Jaime Valls Miró, Sarath Kodagoda:
Towards limb position invariant myoelectric pattern recognition using time-dependent spectral features. 42-58

Learning Systems

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  - journals/nn/GrigoryevaHLO14
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Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega:
Stochastic nonlinear time series forecasting using time-delay reservoir computers: Performance and universality. 59-71

Engineering and Applications

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  - journals/nn/CarvajalF14
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Gonzalo Carvajal, Miguel E. Figueroa:
Model, analysis, and evaluation of the effects of analog VLSI arithmetic on linear subspace-based image recognition. 72-82

Learning Systems

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Ming-Bo Zhao, Zhao Zhang, Tommy W. S. Chow, Bing Li:
A general soft label based Linear Discriminant Analysis for semi-supervised dimensionality reduction. 83-97

Mathematical and Computational Analysis

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Hu Wang, Yongguang Yu, Guoguang Wen:
Stability analysis of fractional-order Hopfield neural networks with time delays. 98-109

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