Connectionists: NEURAL NETWORKS, Oct. 2017

[WANG, DELIANG]

Neural Networks - Volume 94, October 2017
http://www.journals.elsevier.com/neural-networks


Stochastic separation theorems
A.N. Gorban, I.Y. Tyukin

Efficient hardware implementation of the subthalamic nucleus–external 
globus pallidus oscillation system and its dynamics investigation
Shuangming Yang, Xile Wei, Jiang Wang, Bin Deng, Chen Liu, Haitao Yu, 
Huiyan Li

Maximum likelihood optimal and robust Support Vector Regression with 
lncosh loss function
Omer Karal

Kernel dynamic policy programming: Applicable reinforcement learning to 
robot systems with high dimensional states
Yunduan Cui, Takamitsu Matsubara, Kenji Sugimoto

A novel deep learning algorithm for incomplete face recognition: 
Low-rank-recovery network
Jianwei Zhao, Yongbiao Lv, Zhenghua Zhou, Feilong Cao

Few-shot learning in deep networks through global prototyping
Sebastian Blaes, Thomas Burwick

F-norm distance metric based robust 2DPCA and face recognition
Tao Li, Mengyuan Li, Quanxue Gao, Deyan Xie

Efficient construction of sparse radial basis function neural networks 
using image-regularization
Xusheng Qian, He Huang, Xiaoping Chen, Tingwen Huang

Discriminative clustering on manifold for adaptive transductive 
classification
Zhao Zhang, Lei Jia, Min Zhang, Bing Li, Li Zhang, Fanzhang Li

Periodicity and stability for variable-time impulsive neural networks
Hongfei Li, Chuandong Li, Tingwen Huang

Piecewise convexity of artificial neural networks
Blaine Rister, Daniel L. Rubin

Global synchronization in finite time for fractional-order neural 
networks with discontinuous activations and time delays
Xiao Peng, Huaiqin Wu, Ka Song, Jiaxin Shi

Decomposition approach to the stability of recurrent neural networks 
with asynchronous time delays in quaternion field
Dandan Zhang, Kit Ian Kou, Yang Liu, Jinde Cao

Global Mittag-Leffler stability analysis of fractional-order impulsive 
neural networks with one-side Lipschitz condition
Xinxin Zhang, Peifeng Niu, Yunpeng Ma, Yanqiao Wei, Guoqiang Li

Stability and synchronization of fractional-order memristive neural 
networks with multiple delays
Liping Chen, Jinde Cao, Ranchao Wu, J.A. Tenreiro Machado, Antonio M. 
Lopes, Hejun Yang

Effects of additional data on Bayesian clustering
Keisuke Yamazaki

Limitations of shallow nets approximation
Shao-Bo Lin

Error bounds for approximations with deep ReLU networks
Dmitry Yarotsky

Bump competition and lattice solutions in two-dimensional neural fields
August Romeo, Hans Super

Robustness of learning algorithms using hinge loss with outlier indicators
Takafumi Kanamori, Shuhei Fujiwara, Akiko Takeda

Recurrent networks with soft-thresholding nonlinearities for lightweight 
coding
MohammadMehdi Kafashan, ShiNung Ching

Dynamic response and transfer function of social systems: A 
neuro-inspired model of collective human activity patterns
Ilias N. Lymperopoulos

Efficient dynamic graph construction for inductive semi-supervised learning
F. Dornaika, R. Dahbi, A. Bosaghzadeh, Y. Ruichek