Adaptive threshold in leaky-integrated-and-fire function for audio-based industrial diagnosis

Audio-based fault diagnosis identifies machine operating conditions through acoustic signals, enabling targeted maintenance and reducing downtime in smart manufacturing and embodied intelligence. The traditional Leaky-Integrated-and-Fire (LIF) function in neural networks improves fault state classif...

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Bibliographic Details
Main Authors: Zihao Zhang, Eve Zhang, Daniel O'Boy, Miguel Martinez-Garcia
Format: Default Article
Published: 2025
Subjects:
Manufacturing engineering
Information systems
Backpropagation
Adaptive threshold
Bio-inspired algorithm
Online Access:https://hdl.handle.net/2134/30316714.v1
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