MACHINE LEARNING PERFORMANCE MODELING AND DESIGN-SPACE EXPLORATION OF CMOS AMPLIFIERS AND GILBERT-CELL MIXER
Analog and radio-frequency integrated-circuit sizing commonly relies on repeated manual analysis and SPICE simulation. This study investigates supervised regression models as computationally efficient surrogates for estimating circuit performance from device geometry, bias settings, and passive-component values. Three...