Need For Speed Drives Targeted Testing


As packaging complexity increases and nodes shrink, defect detection becomes significantly more difficult. Engineers must contend with subtle variations introduced during fabrication and assembly without sacrificing throughput. New material stacks degrade signal-to-noise ratios, which makes metrology more difficult. At the same time, inspection systems face a more nuanced challenge — how t... » read more

Chip Industry Week In Review


[Podcast version is here.] TSMC said it will produce 30% of its leading-edge chips in Arizona when all six of its fabs are operational, a total investment of $165 billion, Axios reported. In its latest SEC filing, the foundry said it continues to add capacity in Taiwan, Arizona, Japan, and Germany. The Trump administration launched a Section 232 investigation into semiconductors and relat... » read more

Blog Review: Apr. 16


Siemens’ Tova Levy finds that heterogeneous integration necessitates a shift to a system-level technology co-optimization approach where power, performance, area, cost, and reliability are considered across various components, including silicon, package, interposer, and PCB. Synopsys’ Greg Sorber listens in as Arm’s Rene Haas and Synopsys’ Sassine Ghazi discuss the opportunity for AI... » read more

AI Agents Need Goals


Experts At The Table: Definitions and goals matter when it comes to using AI effectively, and it has to be tightly reined in to be effective. Semiconductor Engineering sat down with a panel of experts to discuss these issues and others, including Johannes Stahl, senior director of product line management for the Systems Design Group at Synopsys; Michael Young, director of product marketing for ... » read more

Chiplet Tradeoffs And Limitations


The semiconductor industry is buzzing with the benefits of chiplets, including faster time to market, better performance, and lower power, but finding the correct balance between customization and standardization is proving to be more difficult than initially thought. For a commercial chiplet marketplace to really take off, it requires a much deeper understanding of how chiplets behave indiv... » read more

Implementing AI Activation Functions


Activation functions play a critical role in AI inference, helping to ferret out nonlinear behaviors in AI models. This makes them an integral part of any neural network, but nonlinear functions can be fussy to build in silicon. Is it better to have a CPU calculate them? Should hardware function units be laid down to execute them? Or would a lookup table (LUT) suffice? Most architectures inc... » read more

3D-IC Ecosystem Starts To Take Form


The adoption of chiplets is inevitable, but exactly when a mass migration toward this design approach will begin is yet to be determined. Nevertheless, some of the biggest technological and business-related barriers are being addressed. And while a chiplet-based design remains beyond the economic reach of many companies today, that is starting to change. Early signs of an emerging ecosystem ... » read more

Shift Left In DFT Design


The semiconductor industry continues to face numerous challenges as designs approach reticle limits, process nodes evolve and engineering resources become increasingly stretched. It is essential to maintain high productivity and quality throughout the design flow. This keeps projects on schedule, within budget, and ensures they remain high-quality, reliable, yield well and perform as intended. ... » read more

Chip Aging Opens Up New Attack Vectors


The longer a piece of silicon is out in the field the more prone it becomes to a cyberattack, raising questions about the optimal longevity of circuits and the impact of extending their lifetimes. This is particularly challenging for safety- and mission-critical applications, where the cost of development can run as high as $100 million for some of the most complex designs. Chipmakers want t... » read more

HyperLynx


You gain the full power of HyperLynx when it is fully integrated as part of the Xpedition PCB design flow. Yet, it also interfaces with most PCB layout tools, allowing any engineer to quickly import and set up their PCB designs for analysis, regardless of their existing toolset. And because its progressive verification methodology analyzes a design in stages, HyperLynx locates issues earlier an... » read more

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