Ms.R.Ramya , K.S.Rangasamy College of Technology

Dr.K.Sivanandam , M.Kumarasamy College of Engineering

Artificial intelligence (AI) techniques are transforming low-power verification methods due to the growing complexity of semiconductor designs. These methods, which employ machine learning, substantially enhance integrated circuits' energy efficiency and reliability. The abstract explores the impact of AI-driven low-power verification processes on advanced circuits' performance, energy optimization, and design accuracy. The main emphasis is on these advanced circuits' overall performance, energy optimisation, and design accuracy.

Key Points:

• AI Transformation in Verification
• Machine Learning Enhancements
• Deep Learning for Low-Power Verification

Ms.R.Ramya
Ms. R. Ramya completed her Bachelor of Engineering (B.E.) in Electronics and Communication Engineering in 2010 and a Master’s in Applied Electronics in 2012. She is an assistant professor at K.S. Rangasamy College of Technology and is also pursuing her Ph.D. in information and communication engineering. She has 12 years of academic training and teaching experience. Her research interests lie in image processing, machine learning, deep learning, computer networking, VLSI, and IoT. She is also a life member of the Indian Society for Technical Education (ISTE) and has presented her work at 15 International conferences and Journals.

Dr.K.Sivanandam
Dr.K.Sivanandam received his Bachelor Engineering degree in Electronics and Communication Engineering from Govt. College of Engineering, Salem in 2006, Master of Engineering degree in VLSI design from Govt. College of Technology, Coimbatore in 2008 and Ph.D. degree in VLSI Design from Anna University, Chennai, India in 2021. He has 15 years of academic training and teaching experience. He is currently working as Associate Professor at M.Kumarasamy College of Engineering, Karur. His research area includes Low Power VLSI Design and Verification, VLSI Signal Processing, and VLSI for Telecommunication. He is a life member of ISTE and IETE. He has more than 25 National and International publications.