Board-level functional fault identification using streaming data

M Liu, F Ye, X Li, K Chakrabarty… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
High integration densities and design complexity of printed-circuit boards make board-level
functional fault identification extremely difficult. Machine learning provides an opportunity to …

Fine-grained adaptive testing based on quality prediction

M Liu, R Pan, F Ye, X Li, K Chakrabarty… - ACM Transactions on …, 2020 - dl.acm.org
The ever-increasing complexity of integrated circuits inevitably leads to high test cost.
Adaptive testing provides an effective solution for test-cost reduction; this testing framework …

Knowledge transfer in board-level functional fault diagnosis enabled by domain adaptation

M Liu, X Li, K Chakrabarty, X Gu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
High integration densities and design complexity make board-level functional fault diagnosis
extremely difficult. Machine-learning techniques can identify functional faults with high …

Knowledge transfer in board-level functional fault identification using domain adaptation

M Liu, X Li, K Chakrabarty, X Gu - 2019 IEEE International Test …, 2019 - ieeexplore.ieee.org
High integration densities and design complexity make board-level functional fault
identification extremely difficult. Machine-learning techniques can identify functional faults …

E-SCOUT: Efficient-Spatial Clustering-based Outlier Detection through Telemetry

E Ortega, J Talukdar, W Paik, F Su… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Silicon lifecycle management (SLM) is needed to ensure silicon-product reliability and
quality. Prior methods utilize off-chip solutions to identify malware, diagnose bugs, and …

Access-time minimization for the IJTAG network using data broadcast and hardware parallelism

Z Zhong, G Li, Q Yang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The IEEE Std. 1687 facilitates flexible access to on-chip instruments through the JTAG test-
access port. This flexibility enables the minimization of the overall access time (OAT), and a …

Access-time minimization in the IEEE 1687 network using broadcast and hardware parallelism

Z Zhong, G Li, Q Yang… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The IEEE Std. 1687 facilitates flexible access to on-chip instruments through the JTAG test-
access port. This flexibility enables the minimization of the overall access time (OAT), and a …

Machine Learning Support for Board-Level Functional Fault Diagnosis

M Liu, X Li, K Chakrabarty - Machine Learning Support for Fault Diagnosis …, 2022 - Springer
The ever-increasing integration density and design complexity of printed-circuit boards are
making functional fault diagnosis extremely challenging. The cost associated with the …

Test-cost reduction for 2.5 D ICs using microspring technology for die attachment and rework

Z Zhong, TB Wrigglesworth, EM Chow… - 2019 IEEE 37th VLSI …, 2019 - ieeexplore.ieee.org
Interposer-based 2.5 D integrated circuits (ICs) are being increasingly adopted in the
semiconductor industry for FPGAs and GPUs. However, the cost of testing is still a major …

Adaptive Methods for Machine Learning-Based Testing of Integrated Circuits and Boards

M Liu - 2020 - search.proquest.com
The relentless growth in information technology and artificial intelligence (AI) is placing
demands on integrated circuits and boards for high performance, added functionality, and …