Wei-Kai Liu

Runtime Fault Localization in Deep Neural Network Accelerators

2025 · ACM Transactions on Design Automation of Electronic Systems

Systolic arrays are a popular choice for accelerating deep neural networks (DNNs) due to their inherent parallelism and efficient data reuse. However, ensuring the reliability of these DNN accelerators is crucial, as hardware faults can …