Connectionists: NEURAL NETWORKS, January 2015

[DeLiang Wang]

Neural Networks - Volume 61, January 2015
http://www.journals.elsevier.com/neural-networks


Editorial: Exciting Time for Neural Networks
Kenji Doya, DeLiang Wang

Dynamic analysis of periodic solution for high-order discrete-time 
Cohen-Grossberg neural networks with time delays
Kaiyun Sun, Ancai Zhang, Jianlong Qiu, Xiangyong Chen, Chengdong Yang, 
Xiao Chen

Trends in extreme learning machines: A review
Gao Huang, Guang-Bin Huang, Shiji Song, Keyou You

Deep learning in neural networks: An overview
Juergen Schmidhuber

An efficient sampling algorithm with adaptations for Bayesian variable 
selection
Takamitsu Araki, Kazushi Ikeda, Shotaro Akaho

A complex-valued neural dynamical optimization approach and its 
stability analysis
Songchuan Zhang, Youshen Xia, Weixing Zheng

Max-min distance nonnegative matrix factorization
Jim Jing-Yan Wang, Xin Gao

New synchronization criteria for memristor-based networks: Adaptive 
control and feedback control schemes
Ning Li, Jinde Cao

A one-layer recurrent neural network for constrained nonconvex optimization
Guocheng Li, Zheng Yan, Jun Wang

Passivity analysis for memristor-based recurrent neural networks with 
discrete and distributed delays
Guodong Zhang, Yi Shen, Quan Yin, Junwei Sun