Neural Networks, Volume 163

Volume 163, June 2023

Learning Systems

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  Qiyue Li, Xuemei Xie, Jin Zhang, Guangming Shi:
  Few-shot human-object interaction video recognition with transformers. 1-9
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  Hang Sun, Bohui Li, Zhiping Dan, Wei Hu, Bo Du, Wen Yang, Jun Wan:
  Multi-level Feature Interaction and Efficient Non-Local Information Enhanced Channel Attention for image dehazing. 10-27

Mathematical and Computational Analysis

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  Yuting Cao, Linhao Zhao, Qishui Zhong, Shiping Wen, Kaibo Shi, Jianying Xiao, Tingwen Huang:
  Adaptive fixed-time output synchronization for complex dynamical networks with multi-weights. 28-39

Learning Systems

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  Qian Wang, Toby P. Breckon:
  Generalized zero-shot domain adaptation via coupled conditional variational autoencoders. 40-52

Mathematical and Computational Analysis

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  Jinrong Yang, Guici Chen, Song Zhu, Shiping Wen, Junhao Hu:
  Fixed/prescribed-time synchronization of BAM memristive neural networks with time-varying delays via convex analysis. 53-63

Corrigendum

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  Gesa Lange, Mario Senden, Alexandra Radermacher, Peter De Weerd:
  Corrigendum to "Interfering with a memory without erasing its trace" [Neural Networks 121 (2020) 339-355]. 64

Learning Systems

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  Bo Jiang, Yong Chen, Beibei Wang, Haiyun Xu, Bin Luo:
  DropAGG: Robust Graph Neural Networks via Drop Aggregation. 65-74

Mathematical and Computational Analysis

• 
  Dongshu Wang, Luke Li:
  Fixed-time synchronization of delayed memristive neural networks with impulsive effects via novel fixed-time stability theorem. 75-85

Learning Systems

• 
  Jiateng Huang, Wanrong Huang, Long Lan, Dan Wu:
  Meta attention for Off-Policy Actor-Critic. 86-96

Neuroscience

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  Simone Coppolino, Michele Migliore:
  An explainable artificial intelligence approach to spatial navigation based on hippocampal circuitry. 97-107

Learning Systems

• 
  Fatemeh Daneshfar, Mohammad (Behdad) Jamshidi:
  An octonion-based nonlinear echo state network for speech emotion recognition in Metaverse. 108-121
• 
  Wei Ju, Zequn Liu, Yifang Qin, Bin Feng, Chen Wang, Zhihui Guo, Xiao Luo, Ming Zhang:
  Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs. 122-131
• 
  Xiliang Chen, Guobin Zhu, Mingqing Liu, Zhaotong Chen:
  Few-shot remote sensing image scene classification based on multiscale covariance metric network (MCMNet). 132-145
• 
  Zhe Xiao, Zhekai Du, Ruijin Wang, Ruimeng Gan, Jingjing Li:
  Online continual learning with declarative memory. 146-155
• 
  Huidong Liang, Xingjian Du, Bilei Zhu, Zejun Ma, Ke Chen, Junbin Gao:
  Graph contrastive learning with implicit augmentations. 156-164
• 
  Yang Yang, Jie Huang, Dexiu Hu:
  Lifelong learning with Shared and Private Latent Representations learned through synaptic intelligence. 165-177

Neuroscience

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  Meysam Hashemi, Anirudh Nihalani Vattikonda, Jayant Jha, Viktor Sip, Michael Marmaduke Woodman, Fabrice Bartolomei, Viktor K. Jirsa:
  Amortized Bayesian inference on generative dynamical network models of epilepsy using deep neural density estimators. 178-194
• 
  Jingcong Li, Fei Wang, Haiyun Huang, Feifei Qi, Jiahui Pan:
  A novel semi-supervised meta learning method for subject-transfer brain-computer interface. 195-204

Engineering and Applications

• 
  Dehui Zhu, Bo Du, Meiqi Hu, Yanni Dong, Liangpei Zhang:
  Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. 205-218

Learning Systems

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  Fei Shang, Yuhang Lan, Jianhua Yang, Enping Li, Xiangui Kang:
  Robust data hiding for JPEG images with invertible neural network. 219-232
• 
  Cheng Huang, Jinrong Cui, Yulu Fu, Dong Huang, Min Zhao, Lusi Li:
  Incomplete multi-view clustering network via nonlinear manifold embedding and probability-induced loss. 233-243
• 
  Fan Zhou, Yuyi Chen, Shichun Yang, Boyu Wang, Brahim Chaib-draa:
  On the value of label and semantic information in domain generalization. 244-255
• 
  Jialiang Sun, Wen Yao, Tingsong Jiang, Donghua Wang, Xiaoqian Chen:
  Differential evolution based dual adversarial camouflage: Fooling human eyes and object detectors. 256-271

Neuroscience

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  Yunbo Tang, Dan Chen, Jia Wu, Weiping Tu, Jessica J. M. Monaghan, Paul F. Sowman, David McAlpine:
  Functional connectivity learning via Siamese-based SPD matrix representation of brain imaging data. 272-285

Engineering and Applications

• 
  Lian Wu, Chao Huang, Shuping Zhao, Jinkai Li, Jianchuan Zhao, Zhongwei Cui, Zhen Yu, Yong Xu, Min Zhang:
  Robust fall detection in video surveillance based on weakly supervised learning. 286-297

Learning Systems

• 
  Yuji Kawai, Jihoon Park, Ichiro Tsuda, Minoru Asada:
  Learning long-term motor timing/patterns on an orthogonal basis in random neural networks. 298-311

Mathematical and Computational Analysis

• 
  Yuangui Bao, Yijun Zhang, Baoyong Zhang:
  Resilient fixed-time stabilization of switched neural networks subjected to impulsive deception attacks. 312-326

Learning Systems

• 
  Wenjun Bai, Okito Yamashita, Junichiro Yoshimoto:
  Learning task-agnostic and interpretable subsequence-based representation of time series and its applications in fMRI analysis. 327-340

Mathematical and Computational Analysis

• 
  Zichen Wang, Xin Wang, Ning Pang:
  Dynamic event-triggered controller design for nonlinear systems: Reinforcement learning strategy. 341-353

Learning Systems

• 
  Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, Zhenlong Xiao, Yue Huang, Xinghao Ding:
  Exploring personalization via federated representation Learning on non-IID data. 354-366
• 
  Hongzhi Zhao, Lingguang Hao, Kuangrong Hao, Bing Wei, Xin Cai:
  Remix: Towards the transferability of adversarial examples. 367-378

Engineering and Applications

• 
  Shibai Yin, Shuhao Hu, Yibin Wang, Weixing Wang, Yee-Hong Yang:
  Adams-based hierarchical features fusion network for image dehazing. 379-394