Research Bits: April 16


Tunable thermal conductivity in memristors Researchers from the Center for Research in Biological Chemistry and Molecular Materials (CiQUS) and Forschungszentrum Juelich discovered that oxide-based memristive devices can demonstrate tunable thermal conductivity. Alongside the memristor's electrical resistive switching, a thermal resistive switching effect also occurs at the metal-oxide inte... » read more

Challenges With Chiplets And Power Delivery


Chiplets hold the potential to deliver the same PPA benefits as an SoC, but with many more features and options that are possible on a reticle-constrained die. If chiplets live up to the hype, they will deliver what is essentially mass customization, democratizing and speeding the delivery of complex chips across a broad array of markets. Today, the focus has been on die-to-die interfaces, but ... » read more

Architecting Chips For High-Performance Computing


The world’s leading hyperscaler cloud data center companies — Amazon, Google, Meta, Microsoft, Oracle, and Akamai — are launching heterogeneous, multi-core architectures specifically for the cloud, and the impact is being felt in high-performance CPU development across the chip industry. It's unlikely that any these chips will ever be sold commercially. They are optimized for specific ... » read more

Memory On Logic: The Good And Bad


The chip industry is progressing rapidly toward 3D-ICs, but a simpler step has been shown to provide gains equivalent to a whole node advancement — extracting distributed memories and placing them on top of logic. Memory on logic significantly reduces the distance between logic and directly associated memory. This can increase performance by 22% and reduce power by 36%, according to one re... » read more

Using AI/ML To Minimize IR Drop


IR drop is becoming a much bigger problem as technology nodes scale and more components are packed into advanced packages. This is partly a result of physics, but it's also the result of how the design flow is structured. In most cases, AI/ML can help. The underlying problem is that moving to advanced process nodes, and now 3D-ICs, is driving current densities higher, while the power envelop... » read more

Trusted Electronics: Current And Future Developments


In today’s world, we encounter electronics increasingly as complex hardware/software systems, such as those in vehicles, machines, and communication devices. These systems are characterized by dramatic increases in functionality in areas like environment sensing, stages of autonomy, and the installation of future updates. Developing and manufacturing such electronic systems today requires glo... » read more

Linear Drive Optics May Reduce Data Latency


Optical and electrical are starting to cross paths at a much deeper level, particularly with the growing focus on 3D-ICs and AI/ML training in data centers, driving changes both in how chips are designed and how these very different technologies are integrated together. At the root of this shift are the power and performance demands of AI/ML. It can now take several buildings of a data cente... » read more

How To Get Accurate Inductance Extraction For Superconductor ICs


By Hossam Sarhan and Dusan Petranovic Supporting the high performance and reliability needed for artificial intelligence (AI), data centers and cloud computing requires powerful and efficient integrated circuits (ICs). More semiconductor companies are considering superconductor ICs for their unique properties that allow ultrafast processing of digital information. These properties include fa... » read more

How AI 2.0 Will Shape The Memory Landscape


AI is such a big part of our lives that we don’t even think about it as “AI”; it’s simply normal life these days. If you’ve asked your home assistant for the weather, used a search engine, or been recommended something to watch today, then that’s all been AI discretely at work. While these AI-enabled applications represent notable advancements in incorporating intelligence into syst... » read more

Integrating Energy Efficiency Considerations Into Your Design From The Beginning


Data center networking is responsible for consuming about 1% of the global electricity supply. With the advent and integration of AI into various sectors, the pressure on both hardware and software infrastructures, necessitated by neural networks and extensive language models, is expected to increase significantly. The burgeoning energy consumption by hyperscale data centers emerges as an ur... » read more

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