3 papers
cs.SE2026
Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation
Dimple Vijay Kochar, Hae-Seung Lee, Anantha P. Chandrakasan
While Large Language Models (LLMs) have demonstrated significant capability in software code generation, their application to analog Electronic Design Automation (EDA) is bottlenec…
cs.CL2026
Adaptive Block-Scaled Data Types
Jack Cook, Hyemin S. Lee, Kathryn Le +4
NVFP4 has grown increasingly popular as a 4-bit format for quantizing large language models due to its hardware support and its ability to retain useful information with relatively…
cs.LG2024
LEDRO: LLM-Enhanced Design Space Reduction and Optimization for Analog Circuits
Dimple Vijay Kochar, Hanrui Wang, Anantha Chandrakasan +1
Traditional approaches for designing analog circuits are time-consuming and require significant human expertise. Existing automation efforts using methods like Bayesian Optimizatio…