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11
Machine Learning Memory Kernels as Closure for Non-Markovian Stochastic Processes
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Machine Learning Memory Kernels as Closure for Non-Markovian Stochastic Processes

Russo, Antonio ; Duran-Olivencia, Miguel A. ; Kevrekidis, Ioannis G. ; Kalliadasis, Serafim

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.6531-6543

United States: IEEE

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12
Deep Spectral Clustering With Constrained Laplacian Rank
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Deep Spectral Clustering With Constrained Laplacian Rank

Li, Xuelong ; Wei, Tengfei ; Zhao, Yang

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.7102-7113

United States: IEEE

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13
Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump
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Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump

Xu, Wengang ; Zhou, Zheng ; Li, Tianfu ; Sun, Chuang ; Chen, Xuefeng ; Yan, Ruqiang

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.5996-6006

United States: IEEE

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14
Event-Triggered Constrained Optimal Control for Organic Rankine Cycle Systems via Safe Reinforcement Learning
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Event-Triggered Constrained Optimal Control for Organic Rankine Cycle Systems via Safe Reinforcement Learning

Zhang, Lingzhi ; Lin, Runze ; Xie, Lei ; Dai, Wei ; Su, Hongye

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.7126-7137

United States: IEEE

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15
Partial-Neurons-Based Proportional-Integral Observer Design for Artificial Neural Networks: A Multiple Description Encoding Scheme
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Partial-Neurons-Based Proportional-Integral Observer Design for Artificial Neural Networks: A Multiple Description Encoding Scheme

Zhao, Di ; Wang, Zidong ; Chen, Yun ; Wei, Guoliang ; Sheng, Weiguo

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.6393-6407

United States: IEEE

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16
Denoised Non-Local Neural Network for Semantic Segmentation
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Denoised Non-Local Neural Network for Semantic Segmentation

Song, Qi ; Li, Jie ; Guo, Hao ; Huang, Rui

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.7162-7174

United States: IEEE

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17
Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network
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Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network

Huang, Gexin ; Liu, Ke ; Liang, Jiawen ; Cai, Chang ; Gu, Zheng Hui ; Qi, Feifei ; Li, Yuanqing ; Yu, Zhu Liang ; Wu, Wei

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.6423-6437

United States: IEEE

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18
JITL-MBN: A Real-Time Causality Representation Learning for Sensor Fault Diagnosis of Traction Drive System in High-Speed Trains
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JITL-MBN: A Real-Time Causality Representation Learning for Sensor Fault Diagnosis of Traction Drive System in High-Speed Trains

Chen, Zhiwen ; Chen, Wenying ; Fan, Xinyu ; Peng, Tao ; Yang, Chunhua

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.6243-6254

United States: IEEE

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19
Attack-Resilient Distributed Nash Equilibrium Seeking of Uncertain Multiagent Systems Over Unreliable Communication Networks
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Attack-Resilient Distributed Nash Equilibrium Seeking of Uncertain Multiagent Systems Over Unreliable Communication Networks

Meng, Qing ; Nian, Xiaohong ; Chen, Yong ; Chen, Zhao

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.6365-6379

United States: IEEE

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20
Reweighted Regularized Prototypical Network for Few-Shot Fault Diagnosis
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Reweighted Regularized Prototypical Network for Few-Shot Fault Diagnosis

Li, Kang ; Shang, Chao ; Ye, Hao

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.6206-6217

United States: IEEE

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