Recently, machine learning (ML) techniques have attracted the VLSI CAD community and are found to be very effective in solving VLSI CAD problems. However, very few works attempted to solve on-chip ...

In the paper published in SCIENCE CHINA Information Sciences, a research group releases the first open-source dataset for machine learning applications in fast chip design (a.k.a. AI for EDA ...

Machine Learning: A set of algorithms and statistical models that enable systems to improve their performance on specific tasks through data-driven insights. Routing Algorithms in VLSI Design ...

The advancements in VLSI design, particularly in emulation and FPGA prototyping, are transforming the semiconductor industry. With top experts like Kunal Doshi leading the way, the future of chip ...

Embedded Systems & VLSI Design: ... Samsung, etc. have started producing their own Machine Learning and Artificial Intelligence accelerators with the growing market for ML and AI.

As a result, disciplines like artificial intelligence and machine learning, data analytics, and scientific simulations have advanced significantly. Applications of VLSI technology. VLSI technology has ...

Gate sizing is a fundamental technique in VLSI design, where the dimensions of transistors and gates are carefully adjusted to achieve optimal performance, minimise power consumption and reduce delay.