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IEEE Transactions on Neural Networks and Learning Systems|October 14, 2025
Toward Reliable Offline Reinforcement Learning via Lyapunov Uncertainty ControlKe Jiang, Yao Li, Xiaoyang Tan
IEEE Transactions on Neural Networks and Learning Systems|October 6, 2025
Theoretical Convergence Analysis and Initialization Comparisons of Deep Soft-Thresholding NetworksChunyan Xiong, Mengxue Zhang, Tong Wei, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 9, 2025
Feature Enhancement Module Based on Class-Centric Loss for Fine-Grained Visual ClassificationDaohui Wang, He Xinyu, Shujing Lyu, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 7, 2025
FedMKD: Hybrid Feature Guided Multilayer Fusion Knowledge Distillation in Heterogeneous Federated LearningPeng Han, Han Xiao, Shenhai Zheng, et al.
IEEE Transactions on Neural Networks and Learning Systems|October 1, 2025
Optical-Cue-Guided Diffusion Probabilistic Model for Reflection RemovalFeiyang Zhang, Yuenan Li, Xiaoliang Chang
IEEE Transactions on Neural Networks and Learning Systems|June 23, 2020
Hybrid Neural Adaptive Control for Practical Tracking of Markovian Switching NetworksBin Hu, Xinghuo Yu, Zhi-Hong Guan, et al.
IEEE Transactions on Neural Networks and Learning Systems|September 14, 2021
Inverse Reinforcement Q-Learning Through Expert Imitation for Discrete-Time SystemsWenqian Xue, Bosen Lian, Jialu Fan, et al.
IEEE Transactions on Neural Networks and Learning Systems|September 14, 2021
Deductive Reinforcement Learning for Visual Autonomous Urban Driving NavigationChangxin Huang, Ronghui Zhang, Meizi Ouyang, et al.
IEEE Transactions on Neural Networks and Learning Systems|September 14, 2021
Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through PreprocessingAli Safa, Federico Corradi, Lars Keuninckx, et al.
IEEE Transactions on Neural Networks and Learning Systems|September 14, 2021
Safety-Critical Containment Maneuvering of Underactuated Autonomous Surface Vehicles Based on Neurodynamic Optimization With Control Barrier FunctionsNan Gu, Dan Wang, Zhouhua Peng, et al.
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