Neural Networks, Volume 125

Volume 125, May 2020

Learning Systems

• 
  Zahra Karevan, Johan A. K. Suykens:
  Transductive LSTM for time-series prediction: An application to weather forecasting. 1-9

Neuroscience

• 
  Marwen Belkaid, Jeffrey L. Krichmar:
  Modeling uncertainty-seeking behavior mediated by cholinergic influence on dopamine. 10-18
• 
  Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Siwei Ma, Tiejun Huang, Jian K. Liu:
  Reconstruction of natural visual scenes from neural spikes with deep neural networks. 19-30

Mathematical and Computational Analysis

• 
  Sanbo Ding, Zhanshan Wang:
  Event-triggered synchronization of discrete-time neural networks: A switching approach. 31-40

Engineering and Applications

• 
  Qinkun Xiao, Minying Qin, Yuting Yin:
  Skeleton-based Chinese sign language recognition and generation for bidirectional communication between deaf and hearing people. 41-55

Neuroscience

• 
  Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar:
  Neuromodulated attention and goal-driven perception in uncertain domains. 56-69

Learning Systems

• 
  Yukuan Yang, Lei Deng, Shuang Wu, Tianyi Yan, Yuan Xie, Guoqi Li:
  Training high-performance and large-scale deep neural networks with full 8-bit integers. 70-82

Engineering and Applications

• 
  Tzu-An Song, Samadrita Roy Chowdhury, Fan Yang, Joyita Dutta:
  PET image super-resolution using generative adversarial networks. 83-91
• 
  Sehyung Lee, Makiko Negishi, Hidetoshi Urakubo, Haruo Kasai, Shin Ishii:
  Mu-net: Multi-scale U-net for two-photon microscopy image denoising and restoration. 92-103

Learning Systems

• 
  Jianping Gou, Lei Wang, Zhang Yi, Yunhao Yuan, Weihua Ou, Qirong Mao:
  Weighted discriminative collaborative competitive representation for robust image classification. 104-120

Engineering and Applications

• 
  Shan Yang, Heng Lu, Shiyin Kang, Liumeng Xue, Jinba Xiao, Dan Su, Lei Xie, Dong Yu:
  On the localness modeling for the self-attention based end-to-end speech synthesis. 121-130

Learning Systems

• 
  Maoguo Gong, Ke Pan, Yu Xie, A. Kai Qin, Zedong Tang:
  Preserving differential privacy in deep neural networks with relevance-based adaptive noise imposition. 131-141
• 
  Tao Yao, Lianshan Yan, Yilan Ma, Hong Yu, Qingtang Su, Gang Wang, Qi Tian:
  Fast discrete cross-modal hashing with semantic consistency. 142-152

Mathematical and Computational Analysis

• 
  Mariana Ballesteros-Escamilla, Isaac Chairez, Alexander S. Poznyak:
  Robust min-max optimal control design for systems with uncertain models: A neural dynamic programming approach. 153-164
• 
  Ruihan Chen, Song Zhu, Yongqiang Qi, Yuxin Hou:
  Reachable set bounding for neural networks with mixed delays: Reciprocally convex approach. 165-173
• 
  Liping Chen, Hao Yin, Tingwen Huang, Liguo Yuan, Song Zheng, Lisheng Yin:
  Chaos in fractional-order discrete neural networks with application to image encryption. 174-184

Learning Systems

• 
  Jumpei Ukita:
  Causal importance of low-level feature selectivity for generalization in image recognition. 185-193

Mathematical and Computational Analysis

• 
  Jianping Zhou, Yamin Liu, Jianwei Xia, Zhen Wang, Sabri Arik:
  Resilient fault-tolerant anti-synchronization for stochastic delayed reaction-diffusion neural networks with semi-Markov jump parameters. 194-204

Learning Systems

• 
  Yulin Wang, Rui Huang, Gao Huang, Shiji Song, Cheng Wu:
  Collaborative learning with corrupted labels. 205-213
• 
  Gui-Fu Lu, Qin-Ru Yu, Yong Wang, Ganyi Tang:
  Hyper-Laplacian regularized multi-view subspace clustering with low-rank tensor constraint. 214-223
• 
  Zhilu Xu, Xiaodi Li, Peiyong Duan:
  Synchronization of complex networks with time-varying delay of unknown bound via delayed impulsive control. 224-232

Engineering and Applications

• 
  Essam A. Rashed, José Gómez-Tames, Akimasa Hirata:
  End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulation. 233-244

Learning Systems

• 
  Yuwu Lu, Zhihui Lai, Wai Keung Wong, Xuelong Li:
  Low-rank discriminative regression learning for image classification. 245-257
• 
  Xiangwen Wang, Xianghong Lin, Xiaochao Dang:
  Supervised learning in spiking neural networks: A review of algorithms and evaluations. 258-280

Engineering and Applications

• 
  Qishang Cheng, Hongliang Li, Qingbo Wu, Lei Ma, King Ngi Ngan:
  Parametric Deformable Exponential Linear Units for deep neural networks. 281-289

Learning Systems

• 
  Zan Gao, Haixin Xue, Shaohua Wan:
  Multiple Discrimination and Pairwise CNN for view-based 3D object retrieval. 290-302

Engineering and Applications

• 
  Xi Xiao, Dianyan Zhang, Guangwu Hu, Yong Jiang, Shutao Xia:
  CNN-MHSA: A Convolutional Neural Network and multi-head self-attention combined approach for detecting phishing websites. 303-312

Learning Systems

• 
  Yawen Cheng, Hang Yin, Qiaolin Ye, Peng Huang, Liyong Fu, Zhangjing Yang, Yuan Tian:
  Improved multi-view GEPSVM via Inter-View Difference Maximization and Intra-view Agreement Minimization. 313-329

Mathematical and Computational Analysis

• 
  Ozlem Faydasicok:
  New criteria for global stability of neutral-type Cohen-Grossberg neural networks with multiple delays. 330-337

Neuroscience

• 
  Chanlin Yi, Chunli Chen, Yajing Si, Fali Li, Tao Zhang, Yuanyuan Liao, Yuanling Jiang, Dezhong Yao, Peng Xu:
  Constructing large-scale cortical brain networks from scalp EEG with Bayesian nonnegative matrix factorization. 338-348
• 
  Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez:
  SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing. 349-362