Dealing With AI/ML Uncertainty


Despite their widespread popularity, large language models (LLMs) have several well-known design issues, the most notorious being hallucinations, in which an LLM tries to pass off its statistics-based concoctions as real-world facts. Hallucinations are examples of a fundamental, underlying issue with LLMs. The inner workings of LLMs, as well as other deep neural nets (DNNs), are only partly kno... » 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

Reduce 3D-IC Design Complexity: Early Package Assembly Verification


Uncover the unique challenges, along with the latest Calibre verification solutions, for 3D-IC design in this new technical paper. As 2.5D and 3D-ICs redefine the possibilities of semiconductor design, discover how Siemens is leading the way in verifying complex multi-dimensional systems, while shifting verification left to do so earlier in the design process. What you'll learn: Overcom... » read more

Blog Review: April 24


Cadence's Vatsal Patel notes the factors that make high-bandwidth memory ideal for AI, such as improved bandwidth and area from vertical stacking and power reduction features like data bus inversion. Synopsys' Rob van Blommestein points to early power network analysis as a way to ensure that enough power is delivered to each transistor to mitigate potential power-related issues within the ch... » read more

Chip Industry Week In Review


SK hynix and TSMC plan to collaborate on HBM4 development and next-generation packaging technology, with plans to mass produce HBM4 chips in 2026. The agreement is an early indicator for just how competitive, and potentially lucrative, the HBM market is becoming. SK hynix said the collaboration will enable breakthroughs in memory performance with increased density of the memory controller at t... » read more

Blog Review: April 17


Siemens' Sumit Vishwakarma highlights the importance of crystal oscillators to the proper functioning of many semiconductor devices and applications, from clock signals to transmission and reception of radio waves. Cadence's Jay Domadia introduces some of the new features in GDDR7, such as a semi-independent row and column command address bus and two modes of data signaling, enabling PAM3 fo... » read more

Deep Learning (DL) Applications In Photomask To Wafer Semiconductor Manufacturing


How Advantest Corporation, ASML, Fraunhofer, imec, Siemens EDA and others are using deep learning in semiconductor manufacturing. Click here to read more. » read more

Future-Proofing Automotive V2X


Experts at the Table: Semiconductor Engineering sat down to discuss Vehicle-To-Everything (V2X) technology and the path to deployment with Shawn Carpenter, program director, 5G and space at Ansys; Lang Lin, principal product manager at Ansys; Daniel Dalpiaz, senior manager product marketing, Americas, green industrial power division at Infineon; David Fritz, vice president of virtual and hybrid... » read more

Architecting Chips For High-Performance Computing


The world’s leading hyperscaler cloud data center companies — Amazon, Google, Meta, Microsoft, Oracle, and Akamai — are launching heterogeneous, multi-core architectures specifically for the cloud, and the impact is being felt in high-performance CPU development across the chip industry. It's unlikely that any these chips will ever be sold commercially. They are optimized for specific ... » read more

Memory On Logic: The Good And Bad


The chip industry is progressing rapidly toward 3D-ICs, but a simpler step has been shown to provide gains equivalent to a whole node advancement — extracting distributed memories and placing them on top of logic. Memory on logic significantly reduces the distance between logic and directly associated memory. This can increase performance by 22% and reduce power by 36%, according to one re... » read more

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