IEEE Transactions on Neural Networks and Learning Systems

Title Publication Date Language Citations
A Comprehensive Survey on Graph Neural Networks2021/01/0178
LSTM: A Search Space Odyssey2017/10/0175
Object Detection With Deep Learning: A Review2019/11/0173
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects2022/12/0146
<formula formulatype="inline"> <tex Notation="TeX">$L_{1/2}$</tex></formula> Regularization: A Thresholding Representation Theory and a Fast Solver2012/07/0137
Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification2024/02/0133
Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction2019/02/0128
Towards Personalized Federated Learning2023/12/0123
Model Pruning Enables Efficient Federated Learning on Edge Devices2023/12/0123
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification2023/06/0123
Adversarial Examples: Attacks and Defenses for Deep Learning2019/09/0123
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI2021/11/0123
A Survey of the Usages of Deep Learning for Natural Language Processing2021/02/0121
Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network2024/01/0121
A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition2020/05/0120
Robot Learning System Based on Adaptive Neural Control and Dynamic Movement Primitives2019/03/0120
Extreme Learning Machine for Multilayer Perceptron2016/04/0120
A Survey of Visual Transformers2024/01/0120
Event-Based Adaptive NN Fixed-Time Cooperative Formation for Multiagent Systems2024/01/0120
Efficient kNN Classification With Different Numbers of Nearest Neighbors2018/05/0119
Learning From Noisy Labels With Deep Neural Networks: A Survey2023/11/0119
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture2018/01/0119
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications2022/02/0119
Global Mittag–Leffler Stabilization of Fractional-Order Memristive Neural Networks2017/01/0117
Attention in Natural Language Processing2021/10/0117
Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning2024/01/0116
Adaptive Optimal Control for a Class of Nonlinear Systems: The Online Policy Iteration Approach2020/02/0115
Minimax and Biobjective Portfolio Selection Based on Collaborative Neurodynamic Optimization2021/07/0115
Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors2024/01/0115
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks2018/11/0114