A Failure Detection Technique for Au-Plated CMOS Microelectrode Arrays

A method for the detection of failure in gold-plated microelectrodes is presented. Three main failure mechanisms–layer detachment, biofouling and halide-mediated pas-sivation (HMP)–were induced on the microelectrodes, leading to electrode failure. Sequential admittance and sensitivity measurements were carried out on gold-plated microelectrodes on printed circuit boards (PCBs) and CMOS chips to develop and train the classifier. A two-step classifier is proposed that relies only on measuring the admittance magnitude (|Y|) at three specific frequencies within 0.6-800 Hz. The classifier achieves 88% accuracy on PCB microelectrodes and 92% accuracy on CMOS microelectrodes.

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Publication Details

Published
2025-05-25
DOI
https://doi.org/10.1109/iscas56072.2025.11043579
Citations
1
Primary Topic
Integrated Circuits and Semiconductor Failure Analysis
Type
article
Field-Weighted Citation Impact
0.73
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A Failure Detection Technique for Au-Plated CMOS Microelectrode Arrays

Sara S. Ghoreishizadeh, Minghao Li, Xin Zhang
1 citations
Integrated Circuits and Semiconductor Failure Analysis
0.73
article

A Failure Detection Technique for Au-Plated CMOS Microelectrode Arrays

Sara S. Ghoreishizadeh, Minghao Li, Xin Zhang
article en
1 citations

Abstract

A method for the detection of failure in gold-plated microelectrodes is presented. Three main failure mechanisms–layer detachment, biofouling and halide-mediated pas-sivation (HMP)–were induced on the microelectrodes, leading to electrode failure. Sequential admittance and sensitivity measurements were carried out on gold-plated microelectrodes on printed circuit boards (PCBs) and CMOS chips to develop and train the classifier. A two-step classifier is proposed that relies only on measuring the admittance magnitude (|Y|) at three specific frequencies within 0.6-800 Hz. The classifier achieves 88% accuracy on PCB microelectrodes and 92% accuracy on CMOS microelectrodes.

University College London (GB)
Affordable and clean energy
Openalex Percentile: Top 27%
Integrated Circuits and Semiconductor Failure Analysis
0.73
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