category: Top Stories

category: IoT, Security & Automotive

Normalization Keeps AI Numbers In Check
By Bryon Moyer - 13 Feb, 2025 - Comments: 0

AI training and inference are all about running data through models — typically to make some kind of decision. But the paths that the calculations take aren’t always straightforward, and as a model processes its inputs, those calculations may go astray. Normalization is a process that can keep data in bounds, improving both training and inference. Foregoing normalization can result in at... » read more

What Exactly Is Multi-Physics?
By Brian Bailey - 13 Feb, 2025 - Comments: 1

Multi-physics is the new buzzword in semiconductor design and analysis, but the fuzziness of the term is a reflection of just how many new and existing problems need to be addressed simultaneously in the design flow with advanced nodes and packaging. This disaggregation of planar SoCs and the inclusion of more processing elements, memories, interconnects, and passives inside a package has cr... » read more

Optimizing DFT With AI And BiST
By Gregory Haley - 12 Feb, 2025 - Comments: 0

Experts at the Table: Semiconductor Engineering sat down to explore how AI impacts design for testability, with Jeorge Hurtarte, senior director of product marketing in the Semiconductor Test Group at Teradyne; Sri Ganta, director of test products at Synopsys; Dave Armstrong, principal test strategist at Advantest; and Lee Harrison, director of Tessent automotive IC solutions at Siemens EDA. Wh... » read more

Simulation Closes Gap Between Chip Design Optimization And Manufacturability
By Gregory Haley - 11 Feb, 2025 - Comments: 0

Simulation is playing an increasingly critical and central role throughout the design-through-manufacturing flow, fusing together everything from design to manufacturing and test in order to reduce the number and cost of silicon respins. The sheer density of modern chips, combined with advanced packaging techniques like 3D stacking and heterogeneous integration, has made iterative physical p... » read more

IC Equipment Communication Standards Struggle As Data Volumes Grow
By Anne Meixner - 11 Feb, 2025 - Comments: 0

The tsunami of data produced during wafer fabrication cannot be effectively leveraged without standards. They determine how data is accessed from equipment, which users need data access and when, and how fast it can be delivered. On top of that, best practices in data governance and data quality are needed to effectively interpret collected data and transfer results. When fab automation and ... » read more

Automotive Outlook 2025: Ecosystem Pivots Around SDV
By Ann Mutschler - 06 Feb, 2025 - Comments: 0

The automotive industry is deep in the throes of a massive shift to software-defined vehicle architectures, a multi-year effort that will change the way automotive chips are designed, where they are used, and how they are sourced. Creating a new vehicle architecture is no small feat. OEMs need to figure out who to partner with and which aspects of their current architecture to include. This ... » read more

Med Tech Morphs Into Consumer Wearables
By Liz Allan - 06 Feb, 2025 - Comments: 0

Doctors have been using advanced technology for years, but the growing trend is for consumers to use devices at home and have direct access to their data. Watches and rings that were once primarily used for counting steps or registering sleep patterns can now read blood pressure, heart rate, blood oxygen, body temperature, and other early signs of illness. Meanwhile, various patches are under d... » read more

Automotive Security Shifts To The System Level
By Adam Kovac - 06 Feb, 2025 - Comments: 0

Cars are getting smarter, more complicated, and more vulnerable to cyberattacks. As the amount of semiconductor and software content continues to increase, so does the number of over-the-air updates and connections to edge-based servers and services, adding a variety of new vectors for attacks. Properly securing vehicles requires engineers to first identify all the possible connection points... » read more

Universities Augment Engineering Curricula To Boost Employability
By Liz Allan - 05 Feb, 2025 - Comments: 0

Increasing numbers of universities are offering semiconductor courses in their engineering programs, and also in math, physics, and business degrees. Most universities now offer a broad foundation so students can pivot to other industries during cyclical downturns, or when technology and science create entirely new and potentially lucrative opportunities, such as generative AI, advanced pack... » read more

AI In Data Management Has Limits
By Adam Kovac - 03 Feb, 2025 - Comments: 0

AI algorithms are being integrated into a growing number of EDA tools to automate different aspects of data management, but they also are forcing discussions about just how much decision-making should be turned over to machines and when that should happen. The ability of AI to sort through enormous amounts of design data to find patterns, both good and bad, is well recognized at this point. ... » read more

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