Neural Networks, Volume 162

Volume 162, May 2023

Learning Systems

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  Penglei Gao, Xi Yang, Rui Zhang, John Yannis Goulermas, Yujie Geng, Yuyao Yan, Kaizhu Huang:
  Generalized image outpainting with U-transformer. 1-10
• 
  Xiuxiu Bai, Lele Ye, Zhe Liu, Bin Liu:
  ProMask: Probability mask representation for skeleton detection. 11-20
• 
  Chengqing Liang, Lei Liu, Chen Liu:
  Multi-UAV autonomous collision avoidance based on PPO-GIC algorithm with CNN-LSTM fusion network. 21-33
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  Fan Zhou, Yuyi Chen, Jun Wen, Qiuhao Zeng, Changjian Shui, Charles X. Ling, Shichun Yang, Boyu Wang:
  Episodic task agnostic contrastive training for multi-task learning. 34-45

Neuroscience

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  Yusuke Korai, Kenichiro Miura:
  A dynamical model of visual motion processing for arbitrary stimuli including type II plaids. 46-68

Engineering and Applications

• 
  Jinghui Tian, Dongying Han, Hamid Reza Karimi, Yu Zhang, Peiming Shi:
  Deep learning-based open set multi-source domain adaptation with complementary transferability metric for mechanical fault diagnosis. 69-82

Learning Systems

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  Beibei Zhu, Tie Bao, Ridong Han, Hai Cui, Jiayu Han, Lu Liu, Tao Peng:
  An effective knowledge graph entity alignment model based on multiple information. 83-98
• 
  Herdiantri Sufriyana, Yu-Wei Wu, Emily Chia-Yu Su:
  Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication. 99-116
• 
  Victor Coscrato, Marco Henrique de Almeida Inácio, Tiago Botari, Rafael Izbicki:
  NLS: An accurate and yet easy-to-interpret prediction method. 117-130

Mathematical and Computational Analysis

• 
  Tadaaki Hosaka:
  Effects of parity, frustration, and stochastic fluctuations on integrated conceptual information for networks with two small-sized loops. 131-146

Engineering and Applications

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  Rui Ye, Shanshan Feng, Xutao Li, Yunming Ye, Baoquan Zhang, Yan Zhu, Yao Sun, Yaowei Wang:
  WDMNet: Modeling diverse variations of regional wind speed for multi-step predictions. 147-161
• 
  Yuting Lin, Peng Ji, Xiuyi Chen, Zhongshi He:
  Lifelong Text-Audio Sentiment Analysis learning. 162-174

Mathematical and Computational Analysis

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  Jingjing Wang, Song Zhu, Xiaoyang Liu, Shiping Wen:
  Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument. 175-185
• 
  Melike Solak, Ozlem Faydasicok, Sabri Arik:
  A general framework for robust stability analysis of neural networks with discrete time delays. 186-198

Cognitive Science

• 
  Federico Adolfi, Jeffrey S. Bowers, David Poeppel:
  Successes and critical failures of neural networks in capturing human-like speech recognition. 199-211

Neuroscience

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  János Rokai, István Ulbert, Gergely Márton:
  Edge computing on TPU for brain implant signal analysis. 212-224

Mathematical and Computational Analysis

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  Ramalingam Sakthivel, Oh-Min Kwon, Myeong-Jin Park, S. M. Lee, Rathinasamy Sakthivel:
  Disturbance rejection for multi-weighted complex dynamical networks with actuator saturation and deception attacks via hybrid-triggered mechanism. 225-239

Cognitive Science

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  Shtwai Alsubai, Abdullah Alqahtani, Mohemmed Sha:
  Genetic hyperparameter optimization with Modified Scalable-Neighbourhood Component Analysis for breast cancer prognostication. 240-257

Learning Systems

• 
  Shuyue Chen, Ran Wang, Jian Lu:
  A meta-framework for multi-label active learning based on deep reinforcement learning. 258-270
• 
  Md. Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana, Shahadat Uddin, Pietro Lio', Julian M. W. Quinn, Mohammad Ali Moni:
  HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN. 271-287

Mathematical and Computational Analysis

• 
  Yuru Guo, Chang Liu, Yonghua Liu, Yong Xu, Renquan Lu, Tingwen Huang:
  Bounded synchronization for uncertain master-slave neural networks: An adaptive impulsive control approach. 288-296

Learning Systems

• 
  Beibei Han, Yingmei Wei, Qingyong Wang, Shanshan Wan:
  Dual adaptive learning multi-task multi-view for graph network representation learning. 297-308

Mathematical and Computational Analysis

• 
  Yin Sheng, Haoyu Gong, Zhigang Zeng:
  Global synchronization of complex-valued neural networks with unbounded time-varying delays. 309-317
• 
  Qi Wang, Hongyu Deng, Xue Wu, Zhenguo Yang, Yun Liu, Yazhou Wang, Gefei Hao:
  LCM-Captioner: A lightweight text-based image captioning method with collaborative mechanism between vision and text. 318-329

Engineering and Applications

• 
  Kanghyeok Ko, Taesun Yeom, Minhyeok Lee:
  SuperstarGAN: Generative adversarial networks for image-to-image translation in large-scale domains. 330-339

Learning Systems

• 
  Yibi Chen, Kenli Li, Chai Kiat Yeo, Keqin Li:
  Traffic forecasting with graph spatial-temporal position recurrent network. 340-349

Engineering and Applications

• 
  Hongdou Yao, Jun Chen, Zheng Wang, Xiao Wang, Xiaoyu Chai, Yansheng Qiu, Pengfei Han:
  Vertex points are not enough: Monocular 3D object detection via intra- and inter-plane constraints. 350-358

Learning Systems

• 
  Jiao Wang, Mingrui Yuan, Yun Li, Zihui Zhao:
  Hierarchical Attention Master-Slave for heterogeneous multi-agent reinforcement learning. 359-368

Engineering and Applications

• 
  Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini, Vincenzo Lomonaco:
  Generative negative replay for continual learning. 369-383

Mathematical and Computational Analysis

• 
  Juncai He, Jinchao Xu, Lian Zhang, Jianqing Zhu:
  An interpretive constrained linear model for ResNet and MgNet. 384-392

Learning Systems

• 
  Chengcheng Mai, Kaiwen Luo, Yuxiang Wang, Ziyan Peng, Yu Chen, Chunfeng Yuan, Yihua Huang:
  Nested relation extraction via self-contrastive learning guided by structure and semantic similarity. 393-411
• 
  Weichen Zhao, Tiande Guo, Xiaoxi Yu, Congying Han:
  A learnable sampling method for scalable graph neural networks. 412-424

Engineering and Applications

• 
  V. Vivekanand, Deepak Mishra:
  Framework for Segmented threshold ℓ0 gradient approximation based network for sparse signal recovery. 425-442

Learning Systems

• 
  Shuwei Qian, Chongjun Wang:
  COM: Contrastive Masked-attention model for incomplete multimodal learning. 443-455
• 
  Mirza Ramicic, Andrea Bonarini:
  Uncertainty maximization in partially observable domains: A cognitive perspective. 456-471

Engineering and Applications

• 
  Arunabha M. Roy, Rikhi Bose, Veera Sundararaghavan, Raymundo Arróyave:
  Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity. 472-489

Learning Systems

• 
  Na Zhang, Jianwei Xia, Ju Hyun Park, Jing Zhang, Hao Shen:
  Improved disturbance observer-based fixed-time adaptive neural network consensus tracking for nonlinear multi-agent systems. 490-501
• 
  Huizhou Zhou, Haoliang Zhao, Qi Wang, Gefei Hao, Liang Lei:
  Miper-MVS: Multi-scale iterative probability estimation with refinement for efficient multi-view stereo. 502-515

Neuroscience

• 
  Daiki Nakamura, Hiroaki Gomi:
  Decoding self-motion from visual image sequence predicts distinctive features of reflexive motor responses to visual motion. 516-530

Engineering and Applications

• 
  Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli:
  CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks. 531-540

Neuroscience

• 
  Gajendra Kumar, Chi Him Eddie Ma:
  Toward a cerebello-thalamo-cortical computational model of spinocerebellar ataxia. 541-556

Engineering and Applications

• 
  Jiaqi Ma, Guoli Wang, Lefei Zhang, Qian Zhang:
  Restoration and enhancement on low exposure raw images by joint demosaicing and denoising. 557-570

Learning Systems

• 
  Ying Chen, Huijun Yue, Ruifeng Zou, Wenbin Lei, Wenjun Ma, Xiaomao Fan:
  RAFNet: Restricted attention fusion network for sleep apnea detection. 571-580
• 
  Jacob R. Epifano, Ravi Prakash Ramachandran, Aaron J. Masino, Ghulam Rasool:
  Revisiting the fragility of influence functions. 581-588