A Survey of Research in Large Language Models for Electronic Design Automation
Within the rapidly evolving domain of Electronic Design Automation (EDA), Large Language
Models (LLMs) have emerged as transformative technologies, offering unprecedented …
Models (LLMs) have emerged as transformative technologies, offering unprecedented …
Ampagent: An llm-based multi-agent system for multi-stage amplifier schematic design from literature for process and performance porting
Multi-stage amplifiers are widely applied in analog circuits. However, their large number of
components, complex transfer functions, and intricate pole-zero distributions necessitate …
components, complex transfer functions, and intricate pole-zero distributions necessitate …
SPICED+: Syntactical Bug Pattern Identification and Correction of Trojans in A/MS Circuits Using LLM-Enhanced Detection
Analog and mixed-signal (A/MS) integrated circuits (ICs) are crucial in modern electronics,
playing key roles in signal processing, amplification, sensing, and power management …
playing key roles in signal processing, amplification, sensing, and power management …
LEDRO: LLM-Enhanced Design Space Reduction and Optimization for Analog Circuits
DV Kochar, H Wang, A Chandrakasan… - arXiv preprint arXiv …, 2024 - arxiv.org
Traditional approaches for designing analog circuits are time-consuming and require
significant human expertise. Existing automation efforts using methods like Bayesian …
significant human expertise. Existing automation efforts using methods like Bayesian …
Schemato--An LLM for Netlist-to-Schematic Conversion
R Matsuo, S Uhlich, A Venkitaraman, A Bonetti… - arXiv preprint arXiv …, 2024 - arxiv.org
Machine learning models are advancing circuit design, particularly in analog circuits. They
typically generate netlists that lack human interpretability. This is a problem as human …
typically generate netlists that lack human interpretability. This is a problem as human …
Atelier: An Automated Analog Circuit Design Framework via Multiple Large Language Model-based Agents
J Shen, Z Chen, J Zhuang, J Huang, F Yang… - Authorea …, 2024 - techrxiv.org
This paper introduces Atelier, a large language model (LLM)-based framework for analog
circuit design to address the issues of data scarcity and the substantial domainspecific …
circuit design to address the issues of data scarcity and the substantial domainspecific …