Neural Networks, Volume 124

Volume 124, April 2020

Engineering and Applications

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  Dennis Singh Moirangthem, Minho Lee:
  Abstractive summarization of long texts by representing multiple compositionalities with temporal hierarchical pointer generator network. 1-11

Mathematical and Computational Analysis

• 
  Wanli Zhang, Chuandong Li, Hongfei Li, Xinsong Yang:
  Cluster stochastic synchronization of complex dynamical networks via fixed-time control scheme. 12-19

Learning Systems

• 
  Shadi Abpeikar, Mehdi Ghatee, Gian Luca Foresti, Christian Micheloni:
  Adaptive neural tree exploiting expert nodes to classify high-dimensional data. 20-38

Mathematical and Computational Analysis

• 
  Ning Li, Wei Xing Zheng:
  Bipartite synchronization for inertia memristor-based neural networks on coopetition networks. 39-49
• 
  Juan Yu, Cheng Hu, Haijun Jiang, Leimin Wang:
  Exponential and adaptive synchronization of inertial complex-valued neural networks: A non-reduced order and non-separation approach. 50-59

Learning Systems

• 
  Liran Yang, Ping Zhong:
  Robust adaptation regularization based on within-class scatter for domain adaptation. 60-74

Engineering and Applications

• 
  Xiaoguang Li, Zhaopeng Gong, Hongxia Yin, Hui Zhang, Zhenchang Wang, Li Zhuo:
  A 3D deep supervised densely network for small organs of human temporal bone segmentation in CT images. 75-85

Learning Systems

• 
  Biao Wu, Wen Wen, Zhifeng Hao, Ruichu Cai:
  Multi-context aware user-item embedding for recommendation. 86-94

Engineering and Applications

• 
  Avimanyu Sahoo, Vignesh Narayanan:
  Differential-game for resource aware approximate optimal control of large-scale nonlinear systems with multiple players. 95-108

Learning Systems

• 
  Deyin Liu, Lin Wu, Xue Li, Lin Qi:
  Medi-Care AI: Predicting medications from billing codes via robust recurrent neural networks. 109-116
• 
  Chunwei Tian, Yong Xu, Zuoyong Li, Wangmeng Zuo, Lunke Fei, Hong Liu:
  Attention-guided CNN for image denoising. 117-129
• 
  Yan Zeng, Zhifeng Hao, Ruichu Cai, Feng Xie, Liang Ou, Ruihui Huang:
  A causal discovery algorithm based on the prior selection of leaf nodes. 130-145

Mathematical and Computational Analysis

• 
  Hao Zhang, Zhixia Ding, Zhigang Zeng:
  Adaptive tracking synchronization for coupled reaction-diffusion neural networks with parameter mismatches. 146-157
• 
  Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk:
  Performance boost of time-delay reservoir computing by non-resonant clock cycle. 158-169
• 
  Yuxuan Shen, Zidong Wang, Bo Shen, Fuad E. Alsaadi, Abdullah M. Dobaie:
  l2-l∞ state estimation for delayed artificial neural networks under high-rate communication channels with Round-Robin protocol. 170-179
• 
  Chen Xu, Yiyuan Chai, Sitian Qin, Zhenkun Wang, Jiqiang Feng:
  A neurodynamic approach to nonsmooth constrained pseudoconvex optimization problem. 180-192

Learning Systems

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  Ruichu Cai, Jincheng Ye, Jie Qiao, Huiyuan Fu, Zhifeng Hao:
  FOM: Fourth-order moment based causal direction identification on the heteroscedastic data. 193-201

Cognitive Science

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  Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben:
  EEG based multi-class seizure type classification using convolutional neural network and transfer learning. 202-212

Neuroscience

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  Joyce Chelangat Bore, Peiyang Li, Dennis Joe Harmah, Fali Li, Dezhong Yao, Peng Xu:
  Directed EEG neural network analysis by LAPPS (p≤1) Penalized sparse Granger approach. 213-222

Engineering and Applications

• 
  Yingzhi Tang, Xi Yang, Nannan Wang, Bin Song, Xinbo Gao:
  Person Re-Identification with Feature Pyramid Optimization and Gradual Background Suppression. 223-232

Learning Systems

• 
  Yongliang Zhang, He Huang:
  Adaptive complex-valued stepsize based fast learning of complex-valued neural networks. 233-242
• 
  Daniel Nahmias, Aviad Cohen, Nir Nissim, Yuval Elovici:
  Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments. 243-257
• 
  Gonzalo Nápoles, Agnieszka Jastrzebska, Carlos Mosquera, Koen Vanhoof, Wladyslaw Homenda:
  Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches. 258-268

Engineering and Applications

• 
  Lucas Mansilla, Diego H. Milone, Enzo Ferrante:
  Learning deformable registration of medical images with anatomical constraints. 269-279
• 
  Mingming Liang, Ding Wang, Derong Liu:
  Improved value iteration for neural-network-based stochastic optimal control design. 280-295

Learning Systems

• 
  Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas:
  K-Anonymity inspired adversarial attack and multiple one-class classification defense. 296-307
• 
  Hao Wu, Qimin Zhou, Rencan Nie, Jinde Cao:
  Effective metric learning with co-occurrence embedding for collaborative recommendations. 308-318
• 
  Ding-Xuan Zhou:
  Theory of deep convolutional neural networks: Downsampling. 319-327

Neuroscience

• 
  Christian Leibold:
  A model for navigation in unknown environments based on a reservoir of hippocampal sequences. 328-342

Cognitive Science

• 
  Pierson J. Fleischer, Sébastien Hélie:
  A unified model of rule-set learning and selection. 343-356

Neuroscience

• 
  Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito:
  A deep CNN approach to decode motor preparation of upper limbs from time-frequency maps of EEG signals at source level. 357-372
• 
  Dong Wen, Peng Li, Xiaoli Li, Zhenhao Wei, Yanhong Zhou, Huan Pei, Fengnian Li, Zhijie Bian, Lei Wang, Shimin Yin:
  The feature extraction of resting-state EEG signal from amnestic mild cognitive impairment with type 2 diabetes mellitus based on feature-fusion multispectral image method. 373-382

Engineering and Applications

• 
  Fenglei Fan, Jinjun Xiong, Ge Wang:
  Universal approximation with quadratic deep networks. 383-392