Neural Networks, Volume 118

Volume 118, October 2019

Learning Systems

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  Jian-Xun Mi, Ya-Nan Zhang, Zhihui Lai, Weisheng Li, Lifang Zhou, Fujin Zhong:
  Principal Component Analysis based on Nuclear norm Minimization. 1-16
• 
  Zhe Wang, Chenjie Cao:
  Cascade interpolation learning with double subspaces and confidence disturbance for imbalanced problems. 17-31
• 
  Cuili Yang, Junfei Qiao, Zohaib Ahmad, Kaizhe Nie, Lei Wang:
  Online sequential echo state network with sparse RLS algorithm for time series prediction. 32-42
• 
  Haitao Zhao, Zhihui Lai, Yudong Chen:
  Global-and-local-structure-based neural network for fault detection. 43-53
• 
  Charles B. Delahunt, J. Nathan Kutz:
  Putting a bug in ML: The moth olfactory network learns to read MNIST. 54-64
• 
  Ilkay Yildiz, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, James M. Brown, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
  Classification and comparison via neural networks. 65-80

Mathematical and Computational Analysis

• 
  Maxwell Fitzsimmons, Herb Kunze:
  Combining Hopfield neural networks, with applications to grid-based mathematics puzzles. 81-89

Learning Systems

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  Bernd Illing, Wulfram Gerstner, Johanni Brea:
  Biologically plausible deep learning - But how far can we go with shallow networks? 90-101

Mathematical and Computational Analysis

• 
  Hong-Li Li, Cheng Hu, Jinde Cao, Haijun Jiang, Ahmed Alsaedi:
  Quasi-projective and complete synchronization of fractional-order complex-valued neural networks with time delays. 102-109

Learning Systems

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  Jianghong Ma, Tommy W. S. Chow:
  Label-specific feature selection and two-level label recovery for multi-label classification with missing labels. 110-126
• 
  Meilu Zhu, Daming Shi, Junbin Gao:
  Branched convolutional neural networks incorporated with Jacobian deep regression for facial landmark detection. 127-139

Neuroscience

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  Guanxiong Zeng, Xuhui Huang, Tianzi Jiang, Shan Yu:
  Short-term synaptic plasticity expands the operational range of long-term synaptic changes in neural networks. 140-147

Learning Systems

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  Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada:
  Redundant feature pruning for accelerated inference in deep neural networks. 148-158

Engineering and Applications

• 
  Kimiko Motonaka, Seiji Miyoshi:
  Connecting PM and MAP in Bayesian spectral deconvolution by extending exchange Monte Carlo method and using multiple data sets. 159-166

Mathematical and Computational Analysis

• 
  Kenji Kawaguchi, Yoshua Bengio:
  Depth with nonlinearity creates no bad local minima in ResNets. 167-174

Learning Systems

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  Gonzalo Cerruela García, Aida de Haro-García, José Pérez-Parras Toledano, Nicolás García-Pedrajas:
  Improving the combination of results in the ensembles of prototype selectors. 175-191

Engineering and Applications

• 
  Brijraj Singh, Durga Toshniwal, Sharan Kumar Allur:
  Shunt connection: An intelligent skipping of contiguous blocks for optimizing MobileNet-V2. 192-203

Learning Systems

• 
  Gail A. Carpenter:
  Looking to the future: Learning from experience, averting catastrophe. 204-207
• 
  Tuan-Linh Nguyen, Swathi Kavuri, Minho Lee:
  A multimodal convolutional neuro-fuzzy network for emotion understanding of movie clips. 208-219
• 
  Phan Duy Nhat, Hoai An Le Thi:
  Group variable selection via ℓp, 0 regularization and application to optimal scoring. 220-234

Mathematical and Computational Analysis

• 
  Gonzalo Rios, Felipe A. Tobar:
  Compositionally-warped Gaussian processes. 235-246

Learning Systems

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  Min Yang, Wei Zhao, Lei Chen, Qiang Qu, Zhou Zhao, Ying Shen:
  Investigating the transferring capability of capsule networks for text classification. 247-261

Mathematical and Computational Analysis

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  Jing Jin, Yangyang Miao, Ian Daly, Cili Zuo, Dewen Hu, Andrzej Cichocki:
  Correlation-based channel selection and regularized feature optimization for MI-based BCI. 262-270

Learning Systems

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  Angshul Majumdar, Megha Gupta:
  Recurrent transform learning. 271-279
• 
  Han Xiao, Yidong Chen, Xiaodong Shi, Ge Xu:
  Multi-perspective neural architecture for recommendation system. 280-288

Mathematical and Computational Analysis

• 
  Liping Chen, Tingwen Huang, J. A. Tenreiro Machado, António M. Lopes, Yi Chai, Ranchao Wu:
  Delay-dependent criterion for asymptotic stability of a class of fractional-order memristive neural networks with time-varying delays. 289-299

Learning Systems

• 
  Jin Xie, Sanyang Liu, Hao Dai:
  A distributed semi-supervised learning algorithm based on manifold regularization using wavelet neural network. 300-309

Engineering and Applications

• 
  Serveh Kamrava, Pejman Tahmasebi, Muhammad Sahimi:
  Enhancing images of shale formations by a hybrid stochastic and deep learning algorithm. 310-320

Mathematical and Computational Analysis

• 
  Xiaoxiao Wan, Xinsong Yang, Rongqiang Tang, Zunshui Cheng, Habib M. Fardoun, Fuad E. Alsaadi:
  Exponential synchronization of semi-Markovian coupled neural networks with mixed delays via tracker information and quantized output controller. 321-331

Neural Networks Letters

• 
  Zhilu Xu, Dongxue Peng, Xiaodi Li:
  Synchronization of chaotic neural networks with time delay via distributed delayed impulsive control. 332-337

Engineering and Applications

• 
  Jonathan Sadeghi, Marco de Angelis, Edoardo Patelli:
  Efficient training of interval Neural Networks for imprecise training data. 338-351

Learning Systems

• 
  Bin Gu, Xiang Geng, Xiang Li, Guansheng Zheng:
  Efficient inexact proximal gradient algorithms for structured sparsity-inducing norm. 352-362