IEEE Trans. Neural Networks Learn. Syst.

Keyphrases

Publications

volume 35, number 2, 2024

Jacob R. Kauffmann, Malte Esders, Lukas Ruff, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller
From Clustering to Cluster Explanations via Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Dandan Guo, Chaojie Wang, Baoxiang Wang, Hongyuan Zha
Learning Fair Representations via Distance Correlation Minimization. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Chenhui Jiang, Ze Tang, Ju H. Park, Jianwen Feng
Matrix Measure-Based Event-Triggered Impulsive Quasi-Synchronization on Coupled Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xihong Yang, Xiaochang Hu, Sihang Zhou, Xinwang Liu, En Zhu
Interpolation-Based Contrastive Learning for Few-Label Semi-Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Dai-Jun Zhang, Ying-Lian Gao, Jing-Xiu Zhao, Chun-Hou Zheng, Jin-Xing Liu
A New Graph Autoencoder-Based Consensus-Guided Model for scRNA-seq Cell Type Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Tian Huang, Tao Luo, Ming Yan, Joey Tianyi Zhou, Rick Siow Mong Goh
RCT: Resource Constrained Training for Edge AI. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xiaolei Lu, Tommy W. S. Chow
Partial Sequence Labeling With Structured Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Haimin Zhang, Min Xu, Guoqiang Zhang, Kenta Niwa
SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolutional Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Dewi E. W. Peerlings, Jan A. van den Brakel, Nalan Bastürk, Marco J. H. Puts
Multivariate Density Estimation by Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Ying Zhang, Yong He, Fei Long, Chuan-Ke Zhang
Mixed-Delay-Based Augmented Functional for Sampled-Data Synchronization of Delayed Neural Networks With Communication Delay. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Won Joon Yun, Myungjae Shin, David Mohaisen, Kangwook Lee, Joongheon Kim
Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Chao Ge, Xin Liu, Yajuan Liu, Changchun Hua
Event-Triggered Exponential Synchronization of the Switched Neural Networks With Frequent Asynchronism. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Jiawen Wei, Zhifeng Qiu, Fangyuan Wang, Wenwei Lin, Ning Gui, Weihua Gui
Understanding via Exploration: Discovery of Interpretable Features With Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Cheng Peng, Yangyang Li, Ronghua Shang, Licheng Jiao
ReCNAS: Resource-Constrained Neural Architecture Search Based on Differentiable Annealing and Dynamic Pruning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Jiahui Qu, Zhangchun Xu, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du
A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense Network. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Wei Pu, Yi Bao
RPCA-AENet: Clutter Suppression and Simultaneous Stationary Scene and Moving Targets Imaging in the Presence of Motion Errors. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xiao Sha, Zhu Sun, Jie Zhang, Yew-Soon Ong
Who Wants to Shop With You: Joint Product-Participant Recommendation for Group-Buying Service. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Bosen Lian, Vrushabh S. Donge, Frank L. Lewis, Tianyou Chai, Ali Davoudi
Data-Driven Inverse Reinforcement Learning Control for Linear Multiplayer Games. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zijian Li, Ruichu Cai, Fengzhu Wu, Sili Zhang, Hao Gu, Yuexing Hao, Yuguang Yan
TEA: A Sequential Recommendation Framework via Temporally Evolving Aggregations. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou
Temporal Output Discrepancy for Loss Estimation-Based Active Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yuli Sun, Lin Lei, Dongdong Guan, Junzheng Wu, Gangyao Kuang, Li Liu
Image Regression With Structure Cycle Consistency for Heterogeneous Change Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yuxiang Zhang, Wei Li, Mengmeng Zhang, Shuai Wang, Ran Tao, Qian Du
Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Binghui Chen, Weihong Deng, Biao Wang, Lei Zhang
Confusion-Based Metric Learning for Regularizing Zero-Shot Image Retrieval and Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Chengxu Liu, Zongyang Da, Yuanzhi Liang, Yao Xue, Guoshuai Zhao, Xueming Qian
Product Recognition for Unmanned Vending Machines. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xiang-Long Li, Man-Sheng Chen, Chang-Dong Wang, Jian-Huang Lai
Refining Graph Structure for Incomplete Multi-View Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Handong Ma, Changsheng Li, Xinchu Shi, Ye Yuan, Guoren Wang
Deep Unsupervised Active Learning on Learnable Graphs. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Mei Liu, Xiufang Chen, Mingsheng Shang, Hongwei Li
A Pseudoinversion-Free Method for Weight Updating in Broad Learning System. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Haoyan Zhang, Xudong Zhao, Huanqing Wang, Guangdeng Zong, Ning Xu
Hierarchical Sliding-Mode Surface-Based Adaptive Actor-Critic Optimal Control for Switched Nonlinear Systems With Unknown Perturbation. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Jaeyeon Jang, Chang Ouk Kim
Collective Decision of One-vs-Rest Networks for Open-Set Recognition. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, Xingyu Wu, Qiuju Chen, Huanhuan Chen
Quality Evaluation of Triples in Knowledge Graph by Incorporating Internal With External Consistency. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Chao Tan, Jie Liu
Improving Knowledge Distillation With a Customized Teacher. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Guiying Li, Peng Yang, Chao Qian, Richang Hong, Ke Tang
Stage-Wise Magnitude-Based Pruning for Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Peng Chang, Xu Ying, Hu ZhiQi
Industrial Process Monitoring Based on Dynamic Overcomplete Broad Learning Network. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yunfeng Zhao, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Maozu Guo, Xiangliang Zhang, Lizhen Cui
Personalized Federated Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Massi Amrouche, Dusan M. Stipanovic
A Formal Characterization of Activation Functions in Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Abdourrahmane Mahamane Atto
Altruistic Collaborative Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zhanshan Wang, Yufeng Tian
Stability Analysis of Recurrent Neural Networks With Time-Varying Delay by Flexible Terminal Interpolation Method. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Fei Ding, Yin Yang, Hongxin Hu, Venkat Krovi, Feng Luo
Dual-Level Knowledge Distillation via Knowledge Alignment and Correlation. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Huifeng Zhang, Dong Yue, Chunxia Dou, Gerhard P. Hancke
A Three-Stage Optimal Operation Strategy of Interconnected Microgrids With Rule-Based Deep Deterministic Policy Gradient Algorithm. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Shao-Qun Zhang, Fei Wang, Feng-Lei Fan
Neural Network Gaussian Processes by Increasing Depth. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Runqing Jiang, Yan Yan, Jing-Hao Xue, Biao Wang, Hanzi Wang
When Sparse Neural Network Meets Label Noise Learning: A Multistage Learning Framework. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Ke Su, Hang Su, Chongxuan Li, Jun Zhu, Bo Zhang
Probabilistic Neural-Symbolic Models With Inductive Posterior Constraints. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Ruiyuan Lin, Zhiruo Zhou, Suya You, Raghuveer Rao, C.-C. Jay Kuo
Geometrical Interpretation and Design of Multilayer Perceptrons. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Changqing Zhang, Yu Geng, Zongbo Han, Yeqing Liu, Huazhu Fu, Qinghua Hu
Autoencoder in Autoencoder Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yuqing Liu, Qi Jia, Jian Zhang, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao
Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Saghir Alfasly, Charles K. Chui, Qingtang Jiang, Jian Lu, Chen Xu
An Effective Video Transformer With Synchronized Spatiotemporal and Spatial Self-Attention for Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zhuwu Shao, Yujuan Wang, Xiang Chen
Global Prescribed Performance Control for Strict Feedback Systems Pursuing Uncertain Target. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis
TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)