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IEEE Transactions on Neural Networks and Learning Systems|September 23, 2025
Physics-Guided Time-Interactive-Frequency Network for Cross-Domain Few-Shot Hyperspectral Image ClassificationJiaojiao Li, Hailong Wu, Rui Song, et al.
IEEE Transactions on Neural Networks and Learning Systems|August 19, 2025
Bidirectional Multiscale Efficient Dilated Convolutional Recurrent Neural Network Improved by Swarm Intelligence OptimizationQinwei Fan, Shuai Zhao, Jacek M Zurada, et al.
IEEE Transactions on Neural Networks and Learning Systems|August 19, 2025
Information-State-Based Reinforcement Learning for the Control of Partially Observed Nonlinear SystemsRaman Goyal, Mohamed Naveed Gul Mohamed, Ran Wang, et al.
IEEE Transactions on Neural Networks and Learning Systems|September 9, 2025
Incremental Learning for Defect Segmentation With Efficient Transformer Semantic ComplementXiqi Li, Zhifu Huang, Ge Ma, et al.
IEEE Transactions on Neural Networks and Learning Systems|August 6, 2025
Multiple Influences Maximization Under Dynamic Link Strength in Multi-Agent Systems: The Competitive and Cooperative CasesMincan Li, Zidong Wang, Simon J E Taylor, et al.
IEEE Transactions on Neural Networks and Learning Systems|September 11, 2025
Channelwise Regional Integrate and Multiple Firing Neuron: Improving the Spatiotemporal Learning of Spiking Neural NetworksMincheng Cai, Quan Liu, Kun Chen, et al.
IEEE Transactions on Neural Networks and Learning Systems|August 18, 2025
Gen-GraphEx: Generative In-Distribution Graph Explanations for Time-Efficient Model-Level Interpretability of GNNsSayan Saha, Monidipa Das, Sanghamitra Bandyopadhyay
IEEE Transactions on Neural Networks and Learning Systems|August 18, 2025
FedLSC: Improving Communication Efficiency and Robustness in Federated Learning With Stragglers and AdversariesHyeong-Gun Joo, Songnam Hong, Dong-Joon Shin
IEEE Transactions on Neural Networks and Learning Systems|September 26, 2025
An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and HeterogeneityKok-Seng Wong, Duc-Manh Nguyen, Khiem Le, et al.
IEEE Transactions on Neural Networks and Learning Systems|September 25, 2025
Enhancing Reinforcement Learning With Cross-Domain Knowledge Transfer via Seeded Graph MatchingGengzhi Zhang, Liang Feng, Xuefeng Chen, et al.
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