Semiconductor Test Faces Technology Shifts In The AI Era


The surge in data-rich applications shows no signs of slowing down, fueling significant evolution within the global semiconductor industry. This insatiable demand for data necessitates a comprehensive ecosystem involving sensors and systems to capture data, networks to transmit it, and storage and processing power to analyze it. Successful deployment of these applications relies on the devel... » read more

Power-Aware Test Vector Porting For Production ATE


Power management in contemporary system-on-chip (SoC) designs is almost unimaginably complex. Processors and other chip cores turn on and off as needed. Advanced features such as dynamic voltage and frequency scaling (DVFS) can adjust to changing conditions and incrementally adjust power and performance on the fly. Power management starts from the lowest hardware level of transistor structures ... » read more

Advanced Packaging Drives Test And Metrology Innovations


Advanced packaging has become a focal point for innovation as the semiconductor industry continues to push for increased transistor density and better performance. But the pace of change is accelerating, making it harder for the entire ecosystem to keep up with those changes. In the past, major developments were roughly on an 18-month to 2-year cadence. Today, this is happening every few mon... » read more

Balancing Parallel Test Productivity With Yield & Cost


Parallel test is used for nearly every device produced by fabs and OSATs, but it can reduce yield and increase the cost of test boards and operations. This is a well-understood tradeoff for ensuring consistent test accuracy across multiple sites and reducing test time. Collectively, ATEs and multi-site test boards — DUT interface boards (DIBs), probe cards, and load boards — significantl... » read more

Signals In The Noise: Tackling High-Frequency IC Test


The need for high-frequency semiconductor devices is surging, fueled by growing demand for advanced telecommunications, faster sensors, and increasingly autonomous vehicles. The advent of millimeter-wave communication in 5G and 6G is pushing manufacturers to develop chips capable of handling frequencies that were once considered out of reach. However, while these technologies promise faster ... » read more

How The Semiconductor Ecosystem Is Responding To Its Global Challenges


The semiconductor industry is changing rapidly, with government support for re-shoring capacity creating new interplay among resources in Asia, the U.S., and Europe—even as the industry develops and sustains new technologies like HBM and heterogeneous integration. Geopolitical factors such as the CHIPS (Creating Helpful Incentives to Produce Semiconductors for America) Act, the scarcity of s... » read more

Promises and Perils of Parallel Test


Testing multiple devices at the same time is not providing the equivalent reduction in overall test time due to a combination of test execution issues, the complexity of the devices being tested, and the complex tradeoffs required for parallelism. Parallel testing is now the norm — from full wafer probe DRAM testing with thousands of dies to two-site testing for complex, high-performance c... » read more

Challenges And Outlook Of ATE Testing For 2nm SoCs


The transition to the 2nm technology node introduces unprecedented challenges in Automated Test Equipment (ATE) bring-up and manufacturability. As semiconductor devices scale down, the complexity of testing and ensuring manufacturability increases exponentially. 3nm silicon is a mastered art now, with yields hitting pretty high for even complex packaged silicon, while the transition from 3nm to... » read more

AI/ML’s Role In Design And Test Expands


The role of AI and ML in test keeps growing, providing significant time and money savings that often exceed initial expectations. But it doesn't work in all cases, sometimes even disrupting well-tested process flows with questionable return on investment. One of the big attractions of AI is its ability to apply analytics to large data sets that are otherwise limited by human capabilities. In... » read more

Delivering On Power During HPC Test


The industry’s insatiable need for power in high-performance computing (HPC) is creating problems for test cells, which need to deliver very high currents at very consistent voltage levels through the power delivery network (PDN). In response, ATE, wafer probe, and contactor vendors are introducing some innovative approaches and test procedures that can ensure robust power delivery to ATE pro... » read more

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