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A Statistical Assessment of Zener Diode Behavior Using Functional Data Analysis

7th IEEE Electron Devices Technology and Manufacturing Conference: Strengthen the Global Semiconductor Research Collaboration After the Covid-19 Pandemic, EDTM 2023

Champon, Xiaoxia; Angeles, David; Buchheit, Thomas E.; Canfield, David; Tucker, James D.; Adams, Jason R.

This paper presents an assessment of electrical device measurements using functional data analysis (FDA) on a test case of Zener diode devices. We employ three techniques from FDA to quantify the variability in device behavior, primarily due to production lot and demonstrate that this has a significant effect in our data set. We also argue for the expanded use of FDA methods in providing principled, quantitative analysis of electrical device data.

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3 Results
3 Results