Asia Government Funding Surges


Billions of dollars have been pouring into Asian countries for the past few years in an effort to boost their production capacity, explore leading-edge technology, compete on the global stage, and shore up supply chains in the face of geopolitical turmoil. Each country has its own plan to maintain a foothold in the global market, from China’s Big Fund to Korea’s Yongin Cluster and Japan�... » read more

Managing The Huge Power Demands Of AI Everywhere


Before generative AI burst onto the scene, no one predicted how much energy would be needed to power AI systems. Those numbers are just starting to come into focus, and so is the urgency about how to sustain it all. AI power demand is expected to surge 550% by 2026, from 8 TWh in 2024 to 52 TWh, before rising another 1,150% to 652 TWh by 2030. Commensurately, U.S. power grid planners have do... » read more

Simulating Multiple DSPs As Multiple x86 Processes


An increasing number of embedded designs are multi-core systems. At the pre-silicon stage, customers use a simulation platform for architectural exploration and software development. Architects want to quantify the impact of the number of cores, local memory size, system memory latency, and interconnect bandwidth. Software teams wish to have a practical development platform that is not excrucia... » read more

Shift Left Is The Tip Of The Iceberg


Shift left is evolving from a buzzword into a much broader shift in design methodology and EDA tooling, and while it's still early innings there is widespread agreement that it will be transformative. The semiconductor industry has gone through many changes over the past few decades. Some are obvious, but others happen because of a convergence of multiple factors that require systemic change... » read more

New AI Data Types Emerge


AI is all about data, and the representation of the data matters strongly. But after focusing primarily on 8-bit integers and 32‑bit floating-point numbers, the industry is now looking at new formats. There is no single best type for every situation, because the choice depends on the type of AI model, whether accuracy, performance, or power is prioritized, and where the computing happens, ... » read more

Degrees Of Freedom For Innovation


I have been involved in several startups during my career, both true startups and startup ventures within a large EDA company. While they both demand innovative solutions, they have a very different goal and structures. When researching my story about innovation within EDA (yet to be published), I expected to receive a lot of large company bashing. While some pointed to sales strategies that... » read more

Automotive OEMs Focus On SDVs, Zonal Architectures


Giant automotive OEMs are re-evaluating how quickly to move to advanced technologies and software-driven designs amid crushing financial pressure from low-cost EVs developed in other markets such as China. U.S., European, and Japanese OEMs have been struggling for the past half-decade or so to figure out which is the best approach to developing EVs, undergoing multiple shifts in both hardwar... » read more

AI Drives IC Design Shifts At The Edge


The increasing adoption of AI in edge devices, coupled with a growing demand for new features, is forcing chipmakers to rethink when and where data gets processed, what kind of processors to use, and how to build enough flexibility into systems to span multiple markets. Unlike in the cloud, where the solution generally involves nearly unlimited resources, computing at the edge has sharp cons... » read more

Redefining Hearing Aids With DSPs


Hearing is one of the most essential senses for engaging with the world. It enables us to converse, appreciate music, and remain alert to our surroundings. Hearing loss is a prevalent issue affecting millions of individuals globally and disconnecting them from a world where sound is vital to others and the environment. The World Health Organization (WHO) reports that over 5% of the global popul... » read more

Power Module Design for Electric Vehicles – Addressing Reliability and Safety


This report presents an integrated approach to the efficient design of power modules used in electric vehicles and other high-power systems. The proposed flow enables the design of power modules for safety and reliability, co-optimizing die and package and obtaining power modules with reliable thermal performance at the design frequency and operating temperature. By incorporating a “shift lef... » read more

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