tag: data analytics

Partnership To Improve Semiconductor Quality And Yield
By Eli Roth - 08 Feb, 2024 - Comments: 0

By Eran Rousseau (NI) and Eli Roth (Teradyne) The semiconductor industry is notorious for its high production costs and the critical importance of maintaining impeccable product quality. As technology advances and consumer expectations rise, semiconductor companies face constant pressure to meet these cost and quality goals while also delivering cutting-edge products. Traditionally, the s... » read more

ML-Assisted IC Test Binning With Real-Time Prediction At The Edge
By PDF Solutions - 07 Feb, 2024 - Comments: 0

IC Test is a critical part of semiconductor manufacturing and proper die binning and material disposition has an important impact on the overall yield and on the process monitoring and failure mode diagnostics. Edge analytics are becoming an increasingly important aspect of die disposition. By intercepting parts in real-time at the wafer test step, we can save downstream processing needs. In th... » read more

Smart Manufacturing Advances The Next Generation Of Semiconductor Chips
By Vivek Jain - 19 Dec, 2023 - Comments: 0

Semiconductor devices are ubiquitous in our everyday lives and foundational to today’s communication, education, manufacturing, health, and transportation industries. From the moment our phone’s alarm clock wakes us up to unwinding by streaming our favorite shows, it’s difficult to imagine modern life without the devices that semiconductors enable. To keep pace with performance and ... » read more

Fingerprinting Chips For Traceability
By Anne Meixner - 12 Dec, 2023 - Comments: 0

Semiconductor components increasingly require unclonable and tamper resistant identifiers, which are especially necessary as devices become increasingly heterogeneous collections of chiplets and subsystems. These fingerprints provide traceability, which contributes to process improvements and yield learning and enable tracking for a tightly managed supply chain. While some of this technology... » read more

Unleashing The Power Of Test Through Data
By James Guilmart - 12 Dec, 2023 - Comments: 0

In the relentless pursuit of technological innovation, test engineers find themselves facing ever-increasing pressures to deliver flawless products at an unprecedented pace. From the rapid evolution of autonomous vehicles to the advent of 5G and beyond, the demands on engineering teams continue escalating. While organizations strive to optimize their testing processes, the need for efficient te... » read more

Deploying Cutting-Edge Adaptive Test Analytics Apps
By Ken Butler - 12 Dec, 2023 - Comments: 0

By Ken Butler, Advantest, and Guy Cortez, Synopsys Semiconductor test challenges abound in this era of AI. As such, semiconductor test engineering is increasingly moving towards fully adaptive test where each device receives the “right” test content to assess its correctness. Advantest and Synopsys have partnered to provide new cutting-edge real-time adaptive test applications at the te... » read more

Using In-Chip Monitoring And Deep Data Analytics For High Bandwidth Memory (HBM) Reliability And Safety
By proteanTecs - 12 Dec, 2023 - Comments: 0

Since its introduction in 2014, High Bandwidth Memory (HBM) has been poised to address the growing demand for high-performance, high capacity, and low latency memories required by High-Performance Computing (HPC), high-performance graphic processors (GPU), and artificial intelligence (AI). Since then, bandwidth and capacity requirements have increased with each new generation: HBM2, HBM2e and n... » read more

The Power Of AI To Drive Productivity Gains
By Regan Mills - 07 Nov, 2023 - Comments: 0

Tuberculosis (TB) has been around for at least 9000 years, and people have been trying to find a cure or treatment for hundreds of years, but it remains one of the deadliest infectious diseases in the world, killing more than 1.5 million people per year. Despite all of the motivation and effort, there has been only partial progress in fully eradicating the disease but a company in South Korea, ... » read more

Using Smart Data To Boost Semiconductor Reliability
By Laura Peters - 10 Oct, 2023 - Comments: 0

The chip industry is looking to AI and data analytics to improve yield, operational efficiency, and reduce the overall cost of designing and manufacturing complex devices. In fact, SEMI estimates its members could capture more than $60B in revenues associated through smart data use and AI. Getting there, however, requires overcoming a number of persistent obstacles. Smart data utilization is... » read more

Delivering Real-Time Analytics To Semiconductor Test
By Eli Roth - 10 Oct, 2023 - Comments: 0

As defined by Moore’s Law, the semiconductor field has been growing at a steady pace since the 1960s. Concurrent with this progression, semiconductors are becoming more complex, densely integrated, and expensive to produce. While such advancements pose new challenges to semiconductor manufacturing, we can extend Moore’s Law well into the future by reimagining the way we approach the semicon... » read more

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