Vision Is Why LLMs Matter On The Edge


Large Language Models (LLMs) have taken the world by storm since the 2017 Transformers paper, but pushing them to the edge has proved problematic. Just this year, Google had to revise its plans to roll out Gemini Nano on all new Pixel models — the down-spec’d hardware options proved unable to host the model as part of a positive user experience. But the implementation of language-focused mo... » read more

Turbocharging Cost-Conscious SoCs With Cache


Some design teams creating system-on-chip (SoC) devices are fortunate to work with the latest and greatest technology nodes coupled with a largely unconstrained budget for acquiring intellectual property (IP) blocks from trusted third-party vendors. However, many engineers are not so privileged. For every “spare no expense” project, there are a thousand “do the best you can with a limited... » read more

AI-Powered Data Analytics To Revolutionize The Semiconductor Industry


In the age where data reigns supreme, the semiconductor industry stands on the cusp of revolutionary change, redefining complexity and productivity through a lens crafted by artificial intelligence (AI). The intersection of AI and the semiconductor industry is not merely an emerging trend—it is the fulcrum upon which the next generation of technological innovation balances. Semiconductor comp... » read more

Embracing The Future: 5G NTN – Satellite Service For The Masses


In a world where communication is paramount, access to reliable networks is not just a luxury but a necessity. Traditionally, satellite communications have been reserved for specialized terminals with cumbersome antennas and costly subscription plans. However, with the advent of 5G Non-Terrestrial Networks (NTNs), the landscape of satellite phone availability is undergoing a revolutionary tran... » read more

AI Accelerated Migration Of Existing Designs To New Processors


In this fast-paced digital age where speed, performance, and time-to-market are king, chip designers are under pressure to deliver high-performance computing that doesn’t compromise power efficiency. The constant demand for instantaneous data processing and sharing is pushing the boundaries of innovation in chip design. With this context, we revisit and revamp the insights from the Synopsys U... » read more

The 3D-IC Multiphysics Challenge Dictates A Shift-Left Strategy


As the industry marches forward in a 3D-IC centric design approach (figure 1), we are facing a new problem. Sometimes referred to as “electro-thermal” or “electro-thermo-mechanical,” it really is the confluence of multiple forms of physics exerting impacts on both the physical manufacture and structure of these multi-die designs and their electrical behavior. Fig. 1: Illustration... » read more

Verification In Crisis


Why is it still so hard to ensure good quality sign-off happens without leaving behind bugs in silicon? The answer, according to my colleagues at DVCon, is highly nuanced. The industry has been improving overall, as has the complexity of designs. For ASICs, 74% of the designs surveyed in the recent Wilson Research Group/Siemens EDA report have one or more processor cores, 52% have two or mor... » read more

The Path Toward Future Automotive EE Architectures


From a semiconductor market perspective, all eyes are on the automotive domain. According to Gartner, as of 2023, the automotive market is now its second-largest segment, with about 14% of the demand. Only smartphones consume more. As I mused last month in "Automotive Semiconductor March Madness 2024," those who made a bet on automotive a decade or longer ago are pretty happy these days. Still,... » read more

How To Get The Most Out Of Gate-All-Around Designs


The semiconductor industry has relied on finFETs, three-dimensional field-effect transistors with thin vertical fins, for many generations of technology. However, the industry is reaching the limits of how much finFETs can be shrunk while maintaining their speed and power benefits, which are crucial for artificial intelligence (AI) and machine learning (ML) applications. The solution is the gat... » read more

Exploring The Security Framework Of RISC-V Architecture In Modern SoCs


In the rapidly evolving world of technology, system-on-chip (SoC) designs have become a cornerstone for various applications, from automotive and mobile devices to data centers. These complex systems integrate multiple processors, a multi-level cache hierarchy, and various subsystems that share memory and system resources. However, this open access to shared memory and resources introduces pote... » read more

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