Neural Networks, Volume 164

Volume 164, July 2023

Engineering and Applications

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  Shivam Pande, Biplab Banerjee:
  Self-supervision assisted multimodal remote sensing image classification with coupled self-looping convolution networks. 1-20

Mathematical and Computational Analysis

• 
  Ning Hua, Wenlian Lu:
  Basis operator network: A neural network-based model for learning nonlinear operators via neural basis. 21-37

Learning Systems

• 
  Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu:
  Imitating the oracle: Towards calibrated model for class incremental learning. 38-48
• 
  Meejoung Kim:
  Theoretical bounds of generalization error for generalized extreme learning machine and random vector functional link network. 49-66
• 
  Wei Yao, Chunhua Wang, Yichuang Sun, Shuqing Gong, Hairong Lin:
  Event-triggered control for robust exponential synchronization of inertial memristive neural networks under parameter disturbance. 67-80
• 
  Yunyun Wang, Quchuan Chen, Yao Liu, Weikai Li, Songcan Chen:
  TIToK: A solution for bi-imbalanced unsupervised domain adaptation. 81-90

Neuroscience

• 
  Yanwu Yang, Chenfei Ye, Heather Ting Ma:
  A deep connectome learning network using graph convolution for connectome-disease association study. 91-104

Learning Systems

• 
  Zhinan Peng, Hanqi Ji, Chaobin Zou, Yiqun Kuang, Hong Cheng, Kaibo Shi, Bijoy Kumar Ghosh:
  Optimal H∞ tracking control of nonlinear systems with zero-equilibrium-free via novel adaptive critic designs. 105-114
• 
  Surabhi Adhikari, Surendrabikram Thapa, Usman Naseem, Hai Ya Lu, Gnana Bharathy, Mukesh Prasad:
  Explainable hybrid word representations for sentiment analysis of financial news. 115-123
• 
  Peng Liu, Jie Du, Chi-Man Vong:
  A novel sequential structure for lightweight multi-scale feature learning under limited available images. 124-134
• 
  Chuan Qin, Liangming Chen, Zangtai Cai, Mei Liu, Long Jin:
  Long short-term memory with activation on gradient. 135-145
• 
  Yuqi Zhang, Yingjie Tian, Junjie Hou:
  CSAST: Content self-supervised and style contrastive learning for arbitrary style transfer. 146-155
• 
  Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Marcel Hoffmann, Ansgar Scherp:
  Lifelong learning on evolving graphs under the constraints of imbalanced classes and new classes. 156-176
• 
  Jincheng Li, Shuhai Zhang, Jiezhang Cao, Mingkui Tan:
  Learning defense transformations for counterattacking adversarial examples. 177-185
• 
  Beibei Zhang, Lishuang Li:
  PIPER: A logic-driven deep contrastive optimization pipeline for event temporal reasoning. 186-202
• 
  Shangchao Su, Bin Li, Xiangyang Xue:
  One-shot Federated Learning without server-side training. 203-215
• 
  Zijian Wang, Hui Zhao, Mingwen Zheng, Sijie Niu, Xizhan Gao, Lixiang Li:
  A novel time series prediction method based on pooling compressed sensing echo state network and its application in stock market. 216-227

Cognitive Science

• 
  Arash Akbarinia, Yaniv Morgenstern, Karl R. Gegenfurtner:
  Contrast sensitivity function in deep networks. 228-244

Learning Systems

• 
  Zechao Hu, Adrian G. Bors:
  Co-attention enabled content-based image retrieval. 245-263

Mathematical and Computational Analysis

• 
  Yaning Wang, Huan Tuo, Huiping Lyu, Zunshui Cheng, Youming Xin:
  Aperiodic switching event-triggered stabilization of continuous memristive neural networks with interval delays. 264-274

Learning Systems

• 
  William B. Levy, Robert A. Baxter:
  Growing dendrites enhance a neuron's computational power and memory capacity. 275-309

Engineering and Applications

• 
  Yalin Wang, Jiangfeng Zou, Kai Wang, Chenliang Liu, Xiaofeng Yuan:
  Semi-supervised deep embedded clustering with pairwise constraints and subset allocation. 310-322

Learning Systems

• 
  Qianyu Li, Jiale Yao, Xiaoli Tang, Han Yu, Siyu Jiang, Haizhi Yang, Hengjie Song:
  Capsule neural tensor networks with multi-aspect information for Few-shot Knowledge Graph Completion. 323-334

Neuroscience

• 
  Sunghong Park, Changhyung Hong, Dong-Gi Lee, Kanghee Park, Hyunjung Shin:
  Prospective classification of Alzheimer's disease conversion from mild cognitive impairment. 335-344

Learning Systems

• 
  Ronghua Shang, Wenzheng Li, Songling Zhu, Licheng Jiao, Yangyang Li:
  Multi-teacher knowledge distillation based on joint Guidance of Probe and Adaptive Corrector. 345-356

Engineering and Applications

• 
  Chuanqing Wang, Chaoming Fang, Yong Zou, Jie Yang, Mohamad Sawan:
  SpikeSEE: An energy-efficient dynamic scenes processing framework for retinal prostheses. 357-368

Learning Systems

• 
  Xiangmin Han, Bangming Gong, Lehang Guo, Jun Wang, Shihui Ying, Shuo Li, Jun Shi:
  B-mode ultrasound based CAD for liver cancers via multi-view privileged information learning. 369-381

Mathematical and Computational Analysis

• 
  Alexandre Lemire Paquin, Brahim Chaib-draa, Philippe Giguère:
  Stability analysis of stochastic gradient descent for homogeneous neural networks and linear classifiers. 382-394
• 
  Jiajin He, Min Xiao, Jing Zhao, Zhengxin Wang, Yi Yao, Jinde Cao:
  Tree-structured neural networks: Spatiotemporal dynamics and optimal control. 395-407

Learning Systems

• 
  Shikun Mei, Wenhui Zhao, Quanxue Gao, Ming Yang, Xinbo Gao:
  Joint feature selection and optimal bipartite graph learning for subspace clustering. 408-418
• 
  Lipeng Zu, Xiao He, Jia Yang, Lianqing Liu, Wenxue Wang:
  A reinforcement learning algorithm acquires demonstration from the training agent by dividing the task space. 419-427

Mathematical and Computational Analysis

• 
  Yang Shi, Wangrong Sheng, Shuai Li, Bin Li, Xiaobing Sun, Dimitrios Gerontitis:
  A direct discretization recurrent neurodynamics method for time-variant nonlinear optimization with redundant robot manipulators. 428-438

Learning Systems

• 
  Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou:
  Domain-adaptive message passing graph neural network. 439-454

Engineering and Applications

• 
  Hailin Li, Siwen Wang, Bo Liu, Mengjie Fang, Runnan Cao, Bingxi He, Shengyuan Liu, Chaoen Hu, Di Dong, Ximing Wang, Hexiang Wang, Jie Tian:
  A multi-view co-training network for semi-supervised medical image-based prognostic prediction. 455-463

Neuroscience

• 
  Manuel Reyes-Sanchez, Rodrigo Amaducci, Pablo Sánchez-Martín, Irene Elices, Francisco de Borja Rodríguez, Pablo Varona:
  Automatized offline and online exploration to achieve a target dynamics in biohybrid neural circuits built with living and model neurons. 464-475
• 
  Liping Wang, Xiyu Liu, Minghe Sun, Yuzhen Zhao:
  Evolution-communication spiking neural P systems with energy request rules. 476-488

Engineering and Applications

• 
  Wen Qi, Haoyu Fan, Hamid Reza Karimi, Hang Su:
  An adaptive reinforcement learning-based multimodal data fusion framework for human-robot confrontation gaming. 489-496

Mathematical and Computational Analysis

• 
  Xiao-Li Zhang, Hong-Li Li, Yongguang Yu, Long Zhang, Haijun Jiang:
  Quasi-projective and complete synchronization of discrete-time fractional-order delayed neural networks. 497-507
• 
  Heng Zhao, Huanqing Wang, Ben Niu, Xudong Zhao, Khalid Hamed Alharbi:
  Event-triggered fault-tolerant control for input-constrained nonlinear systems with mismatched disturbances via adaptive dynamic programming. 508-520

Neuroscience

• 
  Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan:
  A transformer-based deep neural network model for SSVEP classification. 521-534

Learning Systems

• 
  Tianyu Zhu, Xinli Shi, Xiangping Xu, Jinde Cao:
  An accelerated end-to-end method for solving routing problems. 535-545
• 
  Hogun Park, Jennifer Neville:
  Generating post-hoc explanations for Skip-gram-based node embeddings by identifying important nodes with bridgeness. 546-561
• 
  Taewook Ko, Yoonhyuk Choi, Chong-Kwon Kim:
  A spectral graph convolution for signed directed graphs via magnetic Laplacian. 562-574

Corrigendum

• 
  Yunbo Tang, Dan Chen, Jia Wu, Weiping Tu, Jessica J. M. Monaghan, Paul F. Sowman, David McAlpine:
  Corrigendum to "Functional Connectivity Learning via Siamese-based SPD Matrix Representation of Brain Imaging Data" [Neural Networks 163 (2023) 272-285]. 575
• 
  Wu-Hua Chen, Xiujuan Li, Shuning Niu, Xiaomei Lu:
  Input-to-state stability of positive delayed neural networks via impulsive control. 576-587

Mathematical and Computational Analysis

• 
  Norikazu Takahashi, Tsuyoshi Yamakawa, Yasuhiro Minetoma, Tetsuo Nishi, Tsuyoshi Migita:
  Design of continuous-time recurrent neural networks with piecewise-linear activation function for generation of prescribed sequences of bipolar vectors. 588-605

Learning Systems

• 
  Jary Pomponi, Simone Scardapane, Aurelio Uncini:
  Continual learning with invertible generative models. 606-616
• 
  Yanyan Shi, Dianxi Shi, Ziteng Qiao, Zhen Wang, Yi Zhang, Shaowu Yang, Chunping Qiu:
  Multi-granularity knowledge distillation and prototype consistency regularization for class-incremental learning. 617-630
• 
  Yifeng Zhao, Liming Yang:
  Distance metric learning based on the class center and nearest neighbor relationship. 631-644

Reviews

• 
  Riting Xia, Yan Zhang, Xueyan Liu, Bo Yang:
  A survey of sum-product networks structural learning. 645-666

Neuroscience

• 
  Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie, Gari D. Clifford:
  ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation. 667-680

Learning Systems

• 
  Renlong Chen, Ying Tan:
  Credit assignment with predictive contribution measurement in multi-agent reinforcement learning. 681-690

Mathematical and Computational Analysis

• 
  Yoshinari Takeishi, Masazumi Iida, Jun'ichi Takeuchi:
  Approximate spectral decomposition of Fisher information matrix for simple ReLU networks. 691-706

Learning Systems

• 
  Linsong Liu, Ke-Jia Chen, Zheng Liu:
  Collaborative bi-aggregation for directed graph embedding. 707-718
• 
  Haotong Wei, Yinlin Zhu, Xunkai Li, Bin Jiang:
  LoyalDE: Improving the performance of Graph Neural Networks with loyal node discovery and emphasis. 719-730

Corrigendum

• 
  Shogo Sagawa, Hideitsu Hino:
  Cost-effective framework for gradual domain adaptation with multifidelity. 731-741