Author's Latest Posts


Memory Wall Problem Grows With LLMs


The growing imbalance between the amount of data that needs to be processed to train large language models (LLMs) and the inability to move that data back and forth fast enough between memories and processors has set off a massive global search for a better and more energy- and cost-efficient solution. Much of this is evident in the numbers. The GPU market is forecast to reach $190 billion in ... » read more

Improving GaN Device Architectures


As the universe of applications for power devices grows, designers are finding that no single semiconductor can cover the full range of voltage and current requirements. Instead, combination circuits use different materials for different parts of the overall operating range. GaN is especially well-established in low-power applications like chargers for personal electronics, while silicon and... » read more

Challenges In Powering Electrification With GaN And SiC


The wish list of device properties that designers of power management systems would like to have is lengthy, but no single material is yet sufficient for the full range of power control applications. For control transistors to handle power surges, breakdown voltages should be at least triple the expected operating voltage — 1.2 kilovolts or more for many electric vehicle applications, and ... » read more

New Tradeoffs In Leading-Edge Chip Design


Device design begins with the anticipated workload. What is it actually supposed to do? What resources — computational units, memory, sensors — are available? Answering these questions and developing the functional architecture are the first steps in a new design — well before committing it to silicon, said Tim Kogel, senior director of technical product management at Synopsys. Yet eve... » read more

2D Semiconductors Make Progress, But So Does Silicon


Semiconductor industry researchers have been anticipating the need for better transistor channel materials to replace silicon for a long time, but silicon devices have continued to improve enough to postpone that change. Silicon continues to provide an unmatched combination of device performance, manufacturability, and cost effectiveness. In recent years, though, the “end of silicon” cha... » read more

Preparing For Ferroelectric Devices


The discovery of ferroelectricity in materials that are compatible with integrated circuit manufacturing has sparked a wave of interest in ferroelectric devices. Ferroelectrics are materials with a permanent polarization, the direction of which can be switched by an applied field. This polarization can be used to raise or lower the threshold voltage of a transistor, as in FeFETs, or it can c... » read more

Reasons To Know IGZO


Interest in monolithic 3D integration is driven by both compute-in-memory applications and a more general need for increased circuit density. Compute-in-memory architectures seek to reduce the power requirements of machine learning workloads, which are dominated by the movement of data between memory and logic components. Even in conventional architectures, though, placing high-density, high-ba... » read more

New Interconnect Metals Need New Dielectrics


Just as circuit metallization must evolve to manage resistance as features shrink, so must the dielectric half of the interconnect stack. For quite some time, manufacturers have needed a dielectric constant (k) less than 4, which is the value for SiO2, but they have struggled to find materials that combine a low dielectric constant with mechanical and chemical stability. In work presented at... » read more

Ruthenium Interconnects On Tap


Chipmakers' focus on new interconnect technology is ramping up as copper's effectiveness continues to diminish, setting the stage for a significant shift that could improve performance and reduce heat at future nodes and in advanced packages. The introduction of copper interconnects in 1997 upended the then-standard tungsten via/aluminum line metallization scheme. Dual damascene integration ... » read more

Sidestepping Lithography In Chip Manufacturing


Rising lithography costs, shrinking feature sizes, and the need for an alternative to copper are collectively spurring new interest in area-selective deposition. An extension of atomic layer deposition, ASD seeks to build circuit features from the bottom up, without relying on lithography. Lithography will remain a critical tool for the foreseeable future. But it has long been the most expen... » read more

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