Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation

no code implementations • 15 Oct 2023 • Prasha Srivastava, Pawan Kumar, Zia Abbas

Generative AI has seen remarkable growth over the past few years, with diffusion models being state-of-the-art for image generation.

Data Augmentation Image Generation +1

Qualitative Data Augmentation for Performance Prediction in VLSI circuits

no code implementations • 15 Feb 2023 • Prasha Srivastava, Pawan Kumar, Zia Abbas

Various studies have shown the advantages of using Machine Learning (ML) techniques for analog and digital IC design automation and optimization.

Data Augmentation