Author

Ke-Hui Zhu

2 papers indexed here

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Oct 2026

MMR-EENet: a multiscale convolutional and dual-path MoE framework for intelligent fault diagnosis

A macro–meso–residual expert ensemble network (MMR-EENet) that combines multiscale convolutional feature extraction with a dual-path mixture-of-expert decision mechanism, enhancing decision robustness and feature diversity is proposed.

Yi-Ming Guo, Jin-Rui Zhang, Ke-Hui Zhu et al. · Engineering Research Express · 0 citations

Open access Aug 2026

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

An efficient diagnostic framework based on a field-programmable gate array (FPGA)-accelerated SNN integrating local spike-timing-dependent plasticity and global backpropagation through time is proposed, outperforming existing lightweight convolutional neural network-FPGA acceleration schemes.

Ke-Hui Zhu, Jin-Rui Zhang, Xin-Ming Li et al. · Structural Health Monitoring · 0 citations