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Integrating self-attention mechanisms in deep learning: A novel dual-head ensemble transformer with its application to bearing fault diagnosis

Qing Snyder, Qingtang Jiang, Erin E. Tripp

2024Signal Processing77 citationsDOI

Topics & Concepts

TransformerBearing (navigation)Dual (grammatical number)Computer scienceArtificial intelligenceDeep learningFault (geology)EngineeringElectronic engineeringElectrical engineeringGeologySeismologyVoltageLiteratureArtMachine Fault Diagnosis TechniquesEngineering Diagnostics and ReliabilityGear and Bearing Dynamics Analysis
Integrating self-attention mechanisms in deep learning: A novel dual-head ensemble transformer with its application to bearing fault diagnosis | Litcius