Global ETD Search

Empowering Analog Integrated Circuit Design through Large Language Models and Reinforcement Learning

Terpstra, IreneMassachusetts Institute of Technology2024

Analog Integrated Circuit design consists of several complex steps that are difficult to optimize. Automating the transistor sizing process specifically comes with many challenges. The problem has a large design space, requires complex performance trade-offs, and needs to adjust to rapidly …

mit Repository record for Empowering Analog Integrated Circuit Design through Large Language Models and Reinforcement Learning (opens in a new tab)

Analog integrated circuit design in ultra-thin oxide CMOS technologies with significant direct tunneling-induced gate current

Bohannon, Eric

rit Repository record for Analog integrated circuit design in ultra-thin oxide CMOS technologies with significant direct tunneling-induced gate current (opens in a new tab)

CIRCUIT: A Benchmark for Circuit Interpretation and Reasoning Capabilities of LLMs

Skelić, LejlaMassachusetts Institute of Technology2025

… (LLMs) has not been extensively explored in analog circuit design, which could benefit from a reasoning-based approach that transcends traditional optimization techniques. In particular, despite their growing relevance, there are no benchmarks to assess LLMs’ reasoning capability about …

mit Repository record for CIRCUIT: A Benchmark for Circuit Interpretation and Reasoning Capabilities of LLMs (opens in a new tab)

Enabling Energy-Efficient Hybrid CMOS and Embedded Memory Accelerators for Neuromorphic Computing at the Edge

Nowshin, FabihaVirginia Tech2025

… strict power and area constraints, advancing the design of scalable edge AI hardware.

vt Repository record for Enabling Energy-Efficient Hybrid CMOS and Embedded Memory Accelerators for Neuromorphic Computing at the Edge (opens in a new tab)