# An Energy-Efficient Mechanical Fault Diagnosis Method Based on Neural Dynamics-Inspired Metric SpikingFormer for Insufficient Samples in Industrial Internet of Things

> Research article (IEEE Internet of Things Journal, 2024) · cited 45× · AI/ML

**Wikidata**: [openalex:W4403210301](https://www.wikidata.org/wiki/openalex:W4403210301)  
**Source**: https://4ort.xyz/entity/an-energy-efficient-mechanical-fault-diagnosis-method-based-on-neural-dynamics-inspired-metric-spikingformer-for-insuffi