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Neural Networks, Volume 61

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Volume 61, January 2015

Mathematical and Computational Analysis

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Ning Li, Jinde Cao:
New synchronization criteria for memristor-based networks: Adaptive control and feedback control schemes. 1-9
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Learning Systems

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Guocheng Li, Zheng Yan, Jun Wang:
A one-layer recurrent neural network for constrained nonconvex optimization. 10-21
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Takamitsu Araki, Kazushi Ikeda, Shotaro Akaho:
An efficient sampling algorithm with adaptations for Bayesian variable selection. 22-31
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Reviews

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Gao Huang, Guang-Bin Huang, Shiji Song, Keyou You:
Trends in extreme learning machines: A review. 32-48
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Learning Systems

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Guodong Zhang, Yi Shen, Quan Yin, Junwei Sun:
Passivity analysis for memristor-based recurrent neural networks with discrete and distributed delays. 49-58
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Songchuan Zhang, Youshen Xia, Wei Xing Zheng:
A complex-valued neural dynamical optimization approach and its stability analysis. 59-67
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Neural Networks Letters

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  - journals/nn/SunZQCYC15
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Kaiyun Sun, Ancai Zhang, Jianlong Qiu, Xiangyong Chen, Chengdong Yang, Xiao Chen:
Dynamic analysis of periodic solution for high-order discrete-time Cohen-Grossberg neural networks with time delays. 68-74
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Learning Systems

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  - journals/nn/WangG15
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Jim Jing-Yan Wang, Xin Gao:
Max-min distance nonnegative matrix factorization. 75-84
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Reviews

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  - journals/nn/Schmidhuber15
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Jürgen Schmidhuber:
Deep learning in neural networks: An overview. 85-117
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