Nov 8, 2023 · The proposed method is applied to two typical analog circuits, namely, a power amplifier circuit and a low-pass filter circuit. The results show ...

To this end, this paper explores the application of generative adversarial network (GAN) in the field of IF detection for analog circuits. The proposed model ...

Overcoming Limited Fault Data: Intermittent Fault Detection in Analog Circuits via Improved GAN · Fang, Xiaoyu · Qu, Jianfeng · Liu, Bowen · Chai, Yi ...

The results show that, guided by only a small number of fault samples, the proposed method has a great advantage over other state-of-the-art detection methods.

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Article "Overcoming Limited Fault Data: Intermittent Fault Detection in Analog Circuits via Improved GAN" Detailed information of the J-GLOBAL is an ...

An improved density peak clustering (DPC) method is proposed, which enhances the fault recognition performance in terms of both distance and outlier ...

Intermittent faults (IFs) are a no fault found (NFF) state in analog circuits that are difficult to detect. In addition, the presence of noise may obscure ...

Overcoming Limited Fault Data: Intermittent Fault Detection in Analog Circuits via Improved GAN. Authors. Xiaoyu Fang · ORCID ID · Jianfeng ...

Intermittent fault diagnosis for electronics-rich analog circuit systems based on multi-scale enhanced convolution transformer network with novel token fusion ...