Connectionists: NEURAL NETWORKS, Sept. 2019

[DeLiang Wang]

Neural Networks - Volume 117, September 2019
http://www.journals.elsevier.com/neural-networks


Deep neural network concepts for background subtraction:A systematic 
review and comparative evaluation
Thierry Bouwmans, Sajid Javed, Maryam Sultana, Soon Ki Jung

Understanding autoencoders with information theoretic concepts
Shujian Yu, Jose C. Principe

A new noise-tolerant and predefined-time ZNN model for time-dependent 
matrix inversion
Lin Xiao, Yongsheng Zhang, Jianhua Dai, Ke Chen, ... Jichun Li

Closed-loop control of nonlinear neural networks: The estimate of 
control time and energy cost
Chongyang Chen, Song Zhu, Yongchang Wei

Learning, planning, and control in a monolithic neural event inference 
architecture
Martin V. Butz, David Bilkey, Dania Humaidan, Alistair Knott, Sebastian 
Otte

A neural network architecture for learning word–referent associations 
in multiple contexts
Hansenclever F. Bassani, Aluizio F.R. Araujo

Approximate neural optimal control with reinforcement learning for a 
torsional pendulum device
Ding Wang, Junfei Qiao

Novel bifurcation results for a delayed fractional-order 
quaternion-valued neural network
Chengdai Huang, Xiaobing Nie, Xuan Zhao, Qiankun Song, ... Jinde Cao

Dynamic mode decomposition in vector-valued reproducing kernel Hilbert 
spaces for extracting dynamical structure among observables
Keisuke Fujii, Yoshinobu Kawahara

Unsupervised feature selection via latent representation learning and 
manifold regularization
Chang Tang, Meiru Bian, Xinwang Liu, Miaomiao Li, ... Hailin Yin

Robust auto-weighted projective low-rank and sparse recovery for visual 
representation
Lei Wang, Bangjun Wang, Zhao Zhang, Qiaolin Ye, ... Meng Wang

Time series classification with Echo Memory Networks
Qianli Ma, Wanqing Zhuang, Lifeng Shen, Garrison W. Cottrell

Hierarchical human-like strategy for aspect-level sentiment 
classification with sentiment linguistic knowledge and reinforcement 
learning
Min Yang, Qingnan Jiang, Ying Shen, Qingyao Wu, ... Wei Zhou

Locally linear SVMs based on boundary anchor points encoding
Baile Xu, Shaofeng Shen, Furao Shen, Jian Zhao

Time series trend detection and forecasting using complex network 
topology analysis
Leandro Anghinoni, Liang Zhao, Donghong Ji, Heng Pan

Observer-based sliding mode control for synchronization of delayed 
chaotic neural networks with unknown disturbance
Yongshun Zhao, Xiaodi Li, Peiyong Duan

Synchronization of impulsive coupled complex-valued neural networks with 
delay: The matrix measure method
Lulu Li, Xiaohong Shi, Jinling Liang

Delay-dependent stability analysis of the QUAD vector field fractional 
order quaternion-valued memristive uncertain neutral type leaky 
integrator echo state neural networks
Seyed Mehdi Abedi Pahnehkolaei, Alireza Alfi, J.A. Tenreiro Machado

Cost-effective stochastic MAC circuits for deep neural networks
Hyeonuk Sim, Jongeun Lee

Robust manifold broad learning system for large-scale noisy chaotic time 
series prediction: A perturbation perspective
Shoubo Feng, Weijie Ren, Min Han, Yen Wei Chen

An approximation algorithm for graph partitioning via deterministic 
annealing neural network
Zhengtian Wu, Hamid Reza Karimi, Chuangyin Dang

Switching event-triggered control for global stabilization of delayed 
memristive neural networks: An exponential attenuation scheme
Yingjie Fan, Xia Huang, Hao Shen, Jinde Cao