Neural Networks, Volume 116

Volume 116, August 2019

Engineering and Applications

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  Yongfang Xie, Jinjing Yu, Shiwen Xie, Tingwen Huang, Weihua Gui:
  On-line prediction of ferrous ion concentration in goethite process based on self-adjusting structure RBF neural network. 1-10

Learning Systems

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  Yan Xu, Jing Yang, Xiaoqin Zeng:
  An optimal time interval of input spikes involved in synaptic adjustment of spike sequence learning. 11-24
• 
  Ryo Ito, Ken Nakae, Junichi Hata, Hideyuki Okano, Shin Ishii:
  Semi-supervised deep learning of brain tissue segmentation. 25-34

Mathematical and Computational Analysis

• 
  Tengda Wei, Ping Lin, Yangfan Wang, Linshan Wang:
  Stability of stochastic impulsive reaction-diffusion neural networks with S-type distributed delays and its application to image encryption. 35-45

Learning Systems

• 
  Siamak Mehrkanoon:
  Deep neural-kernel blocks. 46-55
• 
  Davide Maltoni, Vincenzo Lomonaco:
  Continuous learning in single-incremental-task scenarios. 56-73

Engineering and Applications

• 
  Zuolin Liu, Hongbin Fang, Jian Xu:
  Identification of piecewise linear dynamical systems using physically-interpretable neural-fuzzy networks: Methods and applications to origami structures. 74-87

Learning Systems

• 
  Jung Hoon Lee:
  DynMat, a network that can learn after learning. 88-100

Mathematical and Computational Analysis

• 
  Chao Yang, Lihong Huang, Zuowei Cai:
  Fixed-time synchronization of coupled memristor-based neural networks with time-varying delays. 101-109
• 
  Yihong Wang, Xuying Xu, Rubin Wang:
  The place cell activity is information-efficient constrained by energy. 110-118

Neuroscience

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  Ivan E. Mysin, Valentina F. Kitchigina, Yakov B. Kazanovich:
  Phase relations of theta oscillations in a computer model of the hippocampal CA1 field: Key role of Schaffer collaterals. 119-138

Mathematical and Computational Analysis

• 
  Hui Lü, Wangli He, Qing-Long Han, Chen Peng:
  Fixed-time pinning-controlled synchronization for coupled delayed neural networks with discontinuous activations. 139-149

Engineering and Applications

• 
  Robert Jarusek, Eva Volná, Martin Kotyrba:
  Photomontage detection using steganography technique based on a neural network. 150-165

Learning Systems

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  Henghao Zhao, Liyong Fu, Zhigang Gao, Qiaolin Ye, Zhangjing Yang, Xubing Yang:
  Flexible non-greedy discriminant subspace feature extraction. 166-177

Engineering and Applications

• 
  David Laredo, Zhaoyin Chen, Oliver Schütze, Jian-Qiao Sun:
  A neural network-evolutionary computational framework for remaining useful life estimation of mechanical systems. 178-187

Learning Systems

• 
  Xi Yang, Nannan Wang, Bin Song, Xinbo Gao:
  BoSR: A CNN-based aurora image retrieval method. 188-197

Mathematical and Computational Analysis

• 
  Ruya Samli, Sibel Senan, Eylem Yücel, Zeynep Orman:
  Some generalized global stability criteria for delayed Cohen-Grossberg neural networks of neutral-type. 198-207
• 
  Jirí Síma:
  Subrecursive neural networks. 208-223

Learning Systems

• 
  Benjamin Inden, Jürgen Jost:
  Evolving neural networks to follow trajectories of arbitrary complexity. 224-236
• 
  Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford:
  Multivariate LSTM-FCNs for time series classification. 237-245
• 
  Kewei Tang, Zhixun Su, Jie Zhang, Lihong Cui, Wei Jiang, Xiaonan Luo, Xiyan Sun:
  Bayesian rank penalization. 246-256

Engineering and Applications

• 
  Zhen Liang, Shigeyuki Oba, Shin Ishii:
  An unsupervised EEG decoding system for human emotion recognition. 257-268

Cognitive Science

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  Dimitri Ognibene, Vincenzo G. Fiore, Xiaosi Gu:
  Addiction beyond pharmacological effects: The role of environment complexity and bounded rationality. 269-278

Neuroscience

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  Mehmet Sarigul, Buse Melis Özyildirim, Mutlu Avci:
  Differential convolutional neural network. 279-287

Mathematical and Computational Analysis

• 
  Pierre Baldi, Roman Vershynin:
  The capacity of feedforward neural networks. 288-311