Exploiting Active Learning for Microcontroller Performance Prediction

Speed monitors provide on-chip measurements of the the performance of integrated circuits. In recent years, they have been extensively used to predict Fmax of microcontrollers for speed binning and performance screening during production test. However, while the use of machine learning is getting increasingly popular, the models may become significantly inaccurate if not trained on the appropriate...