Neural Networks, Volume 148

Volume 148, April 2022

Engineering and Applications

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  Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva:
  Evolved explainable classifications for lymph node metastases. 1-12

Mathematical and Computational Analysis

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  Ruihong Li, Huaiqin Wu, Jinde Cao:
  Exponential synchronization for variable-order fractional discontinuous complex dynamical networks with short memory via impulsive control. 13-22

Neuroscience

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  Dong Wen, Rou Li, Mengmeng Jiang, Jingjing Li, Yijun Liu, Xianling Dong, M. Iqbal Saripan, Haiqing Song, Wei Han, Yanhong Zhou:
  Multi-dimensional conditional mutual information with application on the EEG signal analysis for spatial cognitive ability evaluation. 23-36

Mathematical and Computational Analysis

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  Tao Peng, Jie Zhong, Zhengwen Tu, Jianquan Lu, Jungang Lou:
  Finite-time synchronization of quaternion-valued neural networks with delays: A switching control method without decomposition. 37-47

Learning Systems

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  Garrett Bingham, Risto Miikkulainen:
  Discovering Parametric Activation Functions. 48-65

Mathematical and Computational Analysis

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  Yuchun Wang, Song Zhu, Hu Shao, Li Wang, Shiping Wen:
  Trade off analysis between fixed-time stabilization and energy consumption of nonlinear neural networks. 66-73

Engineering and Applications

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  Hongqiang Du, Lei Xie, Haizhou Li:
  Noise-robust voice conversion with domain adversarial training. 74-84

Corrigendum

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  K. Udhayakumar, Fathalla A. Rihan, R. Rakkiyappan, Jinde Cao:
  Corrigendum to "Fractional-order discontinuous systems with indefinite LKFs: An application to fractional-order neural networks with time delays" [Neural Networks 145 (2022) 319-330]. 85

Mathematical and Computational Analysis

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  Changqing Long, Guodong Zhang, Zhigang Zeng, Junhao Hu:
  Finite-time stabilization of complex-valued neural networks with proportional delays and inertial terms: A non-separation approach. 86-95

Learning Systems

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  Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers:
  Biological convolutions improve DNN robustness to noise and generalisation. 96-110
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  Yidan Wang, Liming Yang:
  Joint learning adaptive metric and optimal classification hyperplane. 111-120

Mathematical and Computational Analysis

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  Steffen Dereich, Sebastian Kassing:
  On minimal representations of shallow ReLU networks. 121-128

Learning Systems

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  Tiantao Xian, Zhixin Li, Canlong Zhang, Huifang Ma:
  Dual Global Enhanced Transformer for image captioning. 129-141
• 
  Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu:
  Signed network representation with novel node proximity evaluation. 142-154

Mathematical and Computational Analysis

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  Tongfeng Sun, Shifei Ding, Lili Guo:
  Low-degree term first in ResNet, its variants and the whole neural network family. 155-165

Engineering and Applications

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  Ziqiang Zheng, Jie Yang, Zhibin Yu, Yubo Wang, Zhijian Sun, Bing Zheng:
  Not every sample is efficient: Analogical generative adversarial network for unpaired image-to-image translation. 166-175

Learning Systems

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  Qin Li, Mingzhen Hou, Hong Lai, Ming Yang:
  Cross-modal distribution alignment embedding network for generalized zero-shot learning. 176-182
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  Peiying Li, Shikui Tu, Lei Xu:
  Deep Rival Penalized Competitive Learning for low-resolution face recognition. 183-193

Cognitive Science

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  Chenggang Mi, Lei Xie, Yanning Zhang:
  Improving data augmentation for low resource speech-to-text translation with diverse paraphrasing. 194-205

Learning Systems

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  Bowen Yao, Jing Li, Shan Xue, Jia Wu, Huanmei Guan, Jun Chang, Zhiquan Ding:
  GARAT: Generative Adversarial Learning for Robust and Accurate Tracking. 206-218
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  Yuehai Chen, Jing Yang, Dong Zhang, Kun Zhang, Badong Chen, Shaoyi Du:
  Region-aware network: Model human's Top-Down visual perception mechanism for crowd counting. 219-231

Mathematical and Computational Analysis

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  Elena Agliari, Francesco Alemanno, Adriano Barra, Giordano De Marzo:
  The emergence of a concept in shallow neural networks. 232-253

Learning Systems

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  Ahmed Nebli, Mohammed Amine Gharsallaoui, Zeynep Gürler, Islem Rekik, Alzheimer's Disease Neuroimaging Initiative:
  Quantifying the reproducibility of graph neural networks using multigraph data representation. 254-265

Engineering and Applications

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  Kenneth Omokhagbo Afebu, Yang Liu, Evangelos Papatheou:
  Feature-based intelligent models for optimisation of percussive drilling. 266-284