Generative AI: Transforming Inference At The Edge


The world is witnessing a revolutionary advancement in artificial intelligence with the emergence of generative AI. Generative AI generates text, images, or other media responding to prompts. We are in the early stages of this new technology; still, the depth and accuracy of its results are impressive, and its potential is mind-blowing. Generative AI uses transformers, a class of neural network... » read more

Wide Bandgap Semiconductors: What Modeling Challenges Must We Overcome


As power electronics shrink in size, the demands on power, frequency, and efficiency grow exponentially. The semiconductor industry is leaning heavily into wide bandgap materials like gallium nitride (GaN) and silicon carbide (SiC) to help meet these demands. Recent research projects that the global GaN semiconductor devices market will grow at a CAGR of 25.4% from 2023 to 2030. However, the ... » read more

Optimizing IC Designs For Real-World Use Cases


Semiconductor systems are becoming more focused on power, performance, and area for the primary scenarios they are likely to see in real-world applications, but increasingly at the expense of secondary tasks. This is happening at all levels of abstraction and all stages of the design flow. At the highest level, processors are being optimized to run a given set of software. RISC-V is one of t... » read more

RISC-V Customization Gets A Standing Ovation


Processor vendors have always tried to create a large software ecosystem around their products, because it creates stickiness and it naturally “locks-in” large numbers of customers who have invested in the creation of dedicated software. This effect is growing over time as the quantity of software is ever increasing per product: we could talk about more than 100 million lines of code in a c... » read more

AI, Rising Chip Complexity Complicate Prototyping


Prototyping, an essential technology for designing complex chips in tight market windows, is becoming significantly more challenging for the growing number of designs that include AI/ML. Prototyping remains one of the foundational pillars of the whole shift left movement, allowing software to be developed and tested before actual silicon is available. That, in turn, enables multiple teams t... » read more

Why Shift Left?


As every integrated circuit (IC) design company knows, the faster a design can progress from implementation to signoff verification, the better the chances are of meeting tapeout schedules. Meeting tapeout schedules improves a company’s chances of reaching their market targets. But as companies create larger and more complex ICs and move to advanced process nodes, the challenge of achieving t... » read more

Preparing For Commercial Chiplets


Experts at the Table: Semiconductor Engineering sat down to discuss the path to commercialization of chiplets with Saif Alam, vice president of engineering at Movellus; Tony Mastroianni, advanced packaging solutions director at Siemens Digital Industries Software; Mark Kuemerle, vice president of technology at Marvell; and Craig Bishop, CTO at Deca Technologies. What follows are excerpts of tha... » read more

The Power Of Computational Software: From Revolutionizing Chips To Cancer Research


This post is an excerpt from the keynote presentation at CadenceLIVE India, given by Nimish Modi, senior vice president and general manager of Strategy and New Ventures at Cadence. The semiconductor industry has grown significantly lately but follows a cyclical pattern marked by fluctuations. Currently, we are witnessing a macro-level correction aimed at resolving inventory imbalances. N... » read more

Speeding Up Design Closure


Increasing complexity and smaller process nodes make it far more difficult to achieve design closure for chips. There are more physical effects to model, including noise, cross-talk, and double switching effects, all of which can slow the design process. Solaiman Rahim, vice president of engineering for Synopsys’ EDA Group, talks about why it’s so important to analyze violations in design, ... » read more

Accelerating Monte Carlo Simulations For Faster Statistical Variation Analysis, Debugging, And Signoff Of Circuit Functionality


Over the years, semiconductor process nodes have been scaled aggressively, with device dimensions now approaching below 5nm. This, along with lower device operating voltages and currents, has allowed modern integrated circuits (ICs) and system-on-chip (SoC) designs to integrate more devices in a smaller chip area without compromising on lower power consumption and optimal performance. However, ... » read more

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