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Yan-Xue Wang

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Open access Aug 2026

An energy-efficient spiking neural network accelerator on FPGA for real-time health monitoring of rotating machinery

Real-time health monitoring of rotating machinery is critical for ensuring the safe operation of industrial systems. However, intelligent diagnostic algorithms with high computational complexity typically rely on high-performance computing platforms, limiting their deployment on resource-constrained edge devices and re...

Ke-Hui Zhu, Jin-Rui Zhang, Xin-Ming Li et al. · 0 citations
Open access Jul 2026

An optimized method for few-shot cross-domain bearing fault diagnosis based on intraclass relationship enhancement

MAML is enhanced by incorporating a Sample Relationship Exploration module that learns intra-class similarity to improve class separability and replaces the fixed inner-loop update scheme in MAML with a trapezoidal gradient descent scheduler that adapts the number of inner-loop update steps across training.

Zhi-Gang Chen, HaSitieer MaDetihan, Zhihao Zhang et al. · 0 citations

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