7 citations · 7 across the 3 of their papers we have counts for
3 papers
Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation
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. This study investigates the use of diffusion mo…
Qualitative Data Augmentation for Performance Prediction in VLSI circuits
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 scarcity is still an issue fo…
AI/ML Algorithms and Applications in VLSI Design and Technology
Deepthi Amuru, Harsha V. Vudumula, Pavan K. Cherupally +4
An evident challenge ahead for the integrated circuit (IC) industry in the nanometer regime is the investigation and development of methods that can reduce the design complexity en…