Transfer Learning in MCU Performance Screening
Bellarmino, Nicolo · Cantoro, Riccardo · Huch, Martin · Kilian, Tobias · y 2 más
In safety-critical applications, microcontrollers must meet performance standards, including the maximum operating frequency (Fmax). ML models can estimate Fmax using data from on-chip ring oscillators (ROs). However, when new products are introduced, existing ML models may no longer be suitable and may require updatin...
- IEEE
- Italy