How AI/ML Improves Fab Operations


Chip shortages are forcing fabs and OSATs to maximize capacity and assess how much benefit AI and machine learning can provide. This is particularly important in light of the growth projections by market analysts. The chip manufacturing industry is expected to double in size over the next five years, and collective improvements in factories, AI databases, and tools will be essential for doub... » read more

Closing The Post-Silicon Timing Analysis Gap


Accurate static timing analysis is one of the most important steps in the development of advanced node semiconductor devices. Performance numbers are included in chip and system specifications from the earliest marketing requirements. The architects and designers carefully determine clock cycle times that can achieve the required performance using the chosen high-level architecture, micro-archi... » read more

Harnessing The Power Of Data In Semiconductor Test


Every day, new methods are being developed to harvest, cleanse, integrate, and analyze data sources and extract from them useful, actionable intelligence to aid decision-making and other processes. This is true for a variety of industries, including semiconductor design, manufacturing, and test. Moore’s Law (figure 1) may be slowing with respect to traditional scaling of transistor critica... » read more

Cybersecurity Through Hardware-Based Threat Detection And Mitigation


SoC design teams fill a mission-critical role in ensuring cyber-physical safety and security for electrical and electronic systems that are connected to the internet. The requirements and tools available to achieve this goal are ever-shifting, but we can be fairly sure that traditional software-only security measures are unlikely to be sufficient; a new class of hardware-level monitoring is als... » read more

Semiconductor Test In The Gate All Around Era


The past two years have witnessed unprecedented growth in the semiconductor industry, driven by advances in artificial intelligence, natural language processing, automated vehicles, and augmented and virtual reality. All of these applications depend heavily on advancements in semiconductors to meet their needs for enormous computational processing and communication bandwidth to makes sense of t... » read more

Novel E-Beam Techniques For Inspection And Monitoring


In this paper, we report an advanced e-beam defect inspection tool (eProbe®250) and the Design-for-Inspection™ (DFI) system that has been built and deployed by PDF Solutions down to 4nm FinFET technology nodes. This tool has a very high throughput which allows for in-line inspection of nanometer-level defects in the most advanced technology nodes. We also present eProbe applications for... » read more

Lots Of Data, But Uncertainty About What To Do With It


Experts at the Table: Semiconductor Engineering sat down to talk about silicon lifecycle management in heterogeneous designs, where sensors produce a flood of data, with Prashant Goteti, principal engineer at Intel; Rob Aitken, R&D fellow at Arm; Zoe Conroy, principal hardware engineer at Cisco; Subhasish Mitra, professor of electrical engineering and computer science at Stanford University... » read more

Strategies For Faster Yield Ramps On 5nm Chips


Leading chipmakers TSMC and Samsung are producing 5nm devices in high volume production and TSMC is forging ahead with plans for first 3nm silicon by year end. But to meet such aggressive targets, engineers must identify defects and ramp yield faster than before. Getting a handle on EUV stochastic defects — non-repeating patterning defects such as microbridges, broken lines, or missing con... » read more

Choosing The Right Server Interface Architectures For High Performance Computing


The largest bulk and cost of a modern high-performance computing (HPC) installation involves the acquisition or provisioning of many identical systems, interconnected by one or more networks, typically Ethernet and/or InfiniBand. Most HPC experts know that there are many choices between different server manufacturers and the options of form factor, CPU, RAM configuration, out of band management... » read more

Automation Of Shared Bus Memory Test With Tessent MemoryBIST


New requirements in automotive, artificial intelligence (AI), and processor applications have resulted in increased use of memory-heavy IP. Memory-heavy IPs for these applications are optimized for high performance, and they will often have a single access point for testing the memories. Tessent MemoryBIST provides an out-of-the-box solution for using this single access point, or shared bus int... » read more

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