‘LEAP’: Advanced Machine Learning Framework for the Semiconductor Industry
In August 2024, Indian Institute of Technology Guwahati unveiled ‘LEAP’, a new machine learning framework designed to revolutionize the Electronic Design Automation (EDA) process for Integrated Circuits (ICs) in the $600 billion semiconductor industry.
Key Points
- Challenges with Traditional Methods: IC design traditionally relies on EDA software to convert high-level designs into manufacturing formats. Traditional heuristic techniques often offer acceptable but suboptimal solutions, leading to inefficiencies and less-than-ideal results in design.
- Efficiency Gains with LEAP: LEAP enhances the technology mapping process by intelligently selecting and prioritizing configurations. It reduces the number of configurations evaluated by over 50%, compared to traditional methods ....
Do You Want to Read More?
Subscribe Now
Take Annual Subscription and get the following Advantage
The annual members of the Civil Services Chronicle can read the monthly content of the magazine as well as the Chronicle magazine archives.
Readers can study all the material before the last six months of the Civil Services Chronicle monthly issue in the form of Chronicle magazine archives.
- 1 ISRO’s Third SSLV Launch: A Milestone for India's Space Program
- 2 New Satellite Tanager-1 to Track Greenhouse Gases
- 3 New Solar Cycle Prediction Method
- 4 Long-Range Glide Bomb "Gaurav"
- 5 Meghalaya’s Vaccine-Derived Polio Case
- 6 TENG-Powered Shoes for DRDO
- 7 CSIR Scientists Unveil Advanced Genome-Editing Tool
- 8 Carbon-Capturing Construction Material
