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Neural Networks, Volume 117
Volume 117, September 2019
- Ding Wang, Junfei Qiao:
Approximate neural optimal control with reinforcement learning for a torsional pendulum device. 1-7 - Thierry Bouwmans
, Sajid Javed
, Maryam Sultana, Soon Ki Jung
:
Deep neural network concepts for background subtraction: A systematic review and comparative evaluation. 8-66 - Chengdai Huang
, Xiaobing Nie, Xuan Zhao, Qiankun Song
, Zhengwen Tu, Min Xiao, Jinde Cao:
Novel bifurcation results for a delayed fractional-order quaternion-valued neural network. 67-93 - Keisuke Fujii, Yoshinobu Kawahara
:
Dynamic mode decomposition in vector-valued reproducing kernel Hilbert spaces for extracting dynamical structure among observables. 94-103 - Shujian Yu
, José C. Príncipe:
Understanding autoencoders with information theoretic concepts. 104-123 - Lin Xiao
, Yongsheng Zhang, Jianhua Dai, Ke Chen, Song Yang, Weibing Li, Bolin Liao, Lei Ding, Jichun Li
:
A new noise-tolerant and predefined-time ZNN model for time-dependent matrix inversion. 124-134
- Martin V. Butz
, David K. Bilkey
, Dania Humaidan
, Alistair Knott
, Sebastian Otte
:
Learning, planning, and control in a monolithic neural event inference architecture. 135-144
- Chongyang Chen, Song Zhu, Yongchang Wei:
Closed-loop control of nonlinear neural networks: The estimate of control time and energy cost. 145-151
- Hyeonuk Sim, Jongeun Lee:
Cost-effective stochastic MAC circuits for deep neural networks. 152-162
- Chang Tang
, Meiru Bian, Xinwang Liu, Miaomiao Li, Hua Zhou, Pichao Wang
, Hailin Yin:
Unsupervised feature selection via latent representation learning and manifold regularization. 163-178
- Shoubo Feng
, Weijie Ren
, Min Han, Yen-Wei Chen:
Robust manifold broad learning system for large-scale noisy chaotic time series prediction: A perturbation perspective. 179-190 - Zhengtian Wu
, Hamid Reza Karimi, Chuangyin Dang:
An approximation algorithm for graph partitioning via deterministic annealing neural network. 191-200
- Lei Wang, Bangjun Wang, Zhao Zhang
, Qiaolin Ye, Liyong Fu, Guangcan Liu, Meng Wang:
Robust auto-weighted projective low-rank and sparse recovery for visual representation. 201-215
- Yingjie Fan, Xia Huang
, Hao Shen, Jinde Cao:
Switching event-triggered control for global stabilization of delayed memristive neural networks: An exponential attenuation scheme. 216-224
- Qianli Ma, Wanqing Zhuang, Lifeng Shen
, Garrison W. Cottrell
:
Time series classification with Echo Memory Networks. 225-239 - Min Yang, Qingnan Jiang, Ying Shen, Qingyao Wu, Zhou Zhao, Wei Zhou:
Hierarchical human-like strategy for aspect-level sentiment classification with sentiment linguistic knowledge and reinforcement learning. 240-248
- Hansenclever F. Bassani
, Aluízio F. R. Araújo
:
A neural network architecture for learning word-referent associations in multiple contexts. 249-267
- Yongshun Zhao, Xiaodi Li, Peiyong Duan:
Observer-based sliding mode control for synchronization of delayed chaotic neural networks with unknown disturbance. 268-273
- Baile Xu, Shaofeng Shen, Furao Shen, Jian Zhao:
Locally linear SVMs based on boundary anchor points encoding. 274-284
- Lulu Li, Xiaohong Shi, Jinling Liang:
Synchronization of impulsive coupled complex-valued neural networks with delay: The matrix measure method. 285-294
- Leandro Anghinoni, Liang Zhao
, Donghong Ji, Heng Pan:
Time series trend detection and forecasting using complex network topology analysis. 295-306
- Seyed Mehdi Abedi Pahnehkolaei
, Alireza Alfi, J. A. Tenreiro Machado:
Delay-dependent stability analysis of the QUAD vector field fractional order quaternion-valued memristive uncertain neutral type leaky integrator echo state neural networks. 307-327
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