tag: data analytics

The Future Of Data Analytics And Semiconductor Testing
By Michael Chang - 11 Jun, 2024 - Comments: 0

The world is changing more rapidly than ever. With the explosion of Artificial Intelligence (AI), Machine Learning (ML) and data analytics, semiconductor manufacturers now have the opportunity to extract valuable insights from the massive amounts of data being generated throughout the silicon lifecycle. By leveraging AI algorithms and ML, semiconductor manufacturers can now optimize silicon des... » read more

Chip Design Digs Deeper Into AI
By Ann Mutschler - 03 Jun, 2024 - Comments: 0

Growing demand for blazing fast and extremely dense multi-chiplet systems are pushing chip design deeper into AI, which increasingly is viewed as the best solution for sifting through scores of possible configurations, constraints, and variables in the least amount of time. This shift has broad implications for the future of chip design. In the past, collaborations typically involved the chi... » read more

AI-Powered Data Analytics To Revolutionize The Semiconductor Industry
By Reela Samuel - 30 May, 2024 - Comments: 1

In the age where data reigns supreme, the semiconductor industry stands on the cusp of revolutionary change, redefining complexity and productivity through a lens crafted by artificial intelligence (AI). The intersection of AI and the semiconductor industry is not merely an emerging trend—it is the fulcrum upon which the next generation of technological innovation balances. Semiconductor comp... » read more

AI For Data Management
By Adam Kovac - 30 May, 2024 - Comments: 0

Data management is becoming a significant new challenge for the chip industry, as well as a brand new opportunity, as the amount of data collected at every step of design through manufacturing continues to grow. Exacerbating the problem is the rising complexity of designs, many of which are highly customized and domain-specific at the leading edge, as well as increasing demands for reliabili... » read more

EDA Looks Beyond Chips
By Ed Sperling - 25 Apr, 2024 - Comments: 0

Large EDA companies are looking at huge new opportunities that reach well beyond semiconductors, combining large-scale multi-physics simulations with methodologies and tools that were developed for chips. Top EDA executives have been talking about expanding into adjacent markets for more than a decade, but the broader markets were largely closed to them. In fact, the only significant step in... » read more

Increased Automotive Data Use Raises Privacy, Security Concerns
By John Koon - 07 Mar, 2024 - Comments: 0

The amount of data being collected, processed, and stored in vehicles is exploding, and so is the value of that data. That raises questions that are still not fully answered about how that data will be used, by whom, and how it will be secured. Automakers are competing based on the latest versions of advanced technologies such as ADAS, 5G, and V2X, but the ECUs, software-defined vehicles, an... » read more

Utilizing Artificial Intelligence For Efficient Semiconductor Manufacturing
By Vivek Jain - 22 Feb, 2024 - Comments: 0

The challenges before semiconductor fabs are expansive and evolving. As the size of chips shrinks from nanometers to eventually angstroms, the complexity of the manufacturing process increases in response. It can take hundreds of process steps and more than a month to process a single wafer. It can subsequently take more than another month to go through the assembly, testing, and packaging st... » read more

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

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