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Neural Networks, Volume 65

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Volume 65, May 2015

Learning Systems

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Yong Peng, Bao-Liang Lu, Suhang Wang:
Enhanced low-rank representation via sparse manifold adaption for semi-supervised learning. 1-17

Reviews

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Tamas Madl, Ke Chen, Daniela Montaldi, Robert Trappl:
Computational cognitive models of spatial memory in navigation space: A review. 18-43

Neuroscience

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Johannes Bauer, Sven Magg, Stefan Wermter:
Attention modeled as information in learning multisensory integration. 44-52

Reviews

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  - journals/nn/Bavafaye-Haghighi15
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E. Bavafaye-Haghighi, Günther Palm, Mohammad Rahmati, Mohammad Javad Yazdanpanah:
A new class of multi-stable neural networks: Stability analysis and learning process. 53-64

Mathematical and Computational Analysis

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Xiaobing Nie, Wei Xing Zheng:
Multistability of neural networks with discontinuous non-monotonic piecewise linear activation functions and time-varying delays. 65-79
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Xinsong Yang, Jinde Cao, Jianlong Qiu:
pth moment exponential stochastic synchronization of coupled memristor-based neural networks with mixed delays via delayed impulsive control. 80-91

Learning Systems

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Chun-Na Li, Yuan-Hai Shao, Nai-Yang Deng:
Robust L1-norm two-dimensional linear discriminant analysis. 92-104

Mathematical and Computational Analysis

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Zuowei Cai, Lihong Huang, Lingling Zhang:
New exponential synchronization criteria for time-varying delayed neural networks with discontinuous activations. 105-114

Learning Systems

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Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita:
Local Rademacher Complexity: Sharper risk bounds with and without unlabeled samples. 115-125

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