Author's Latest Posts


New AI Data Types Emerge


AI is all about data, and the representation of the data matters strongly. But after focusing primarily on 8-bit integers and 32‑bit floating-point numbers, the industry is now looking at new formats. There is no single best type for every situation, because the choice depends on the type of AI model, whether accuracy, performance, or power is prioritized, and where the computing happens, ... » read more

Batteries Look Beyond Lithium


Lithium batteries dominate today’s rechargeable battery market, and while they have been wildly successful, challenges with lithium have spurred research into alternative chemistries that can improve on some of lithium’s downsides and still keep as many of the upsides as possible. So far, none of the alternative batteries has seen commercial success, but several variants have moved beyon... » read more

New Approaches To Power Decoupling


Decoupling capacitors have long been an important aspect of maintaining a clean power source for integrated circuits, but with noise caused by rising clock frequencies, multiple power domains, and various types of advanced packaging, new approaches are needed. Power is a much more important factor than it used to be, especially in the era of AI. “Doing an AI search consumes 10X the power t... » read more

New Materials Are in High Demand


Materials suppliers are responding to the intense pressures to improve power, performance, scaling, and cost issues, which follows a long timeline from synthesis to development and high volume manufacturing in fabs. The advances in machine learning help present a wide field of candidates, which engineers then narrow to potential use. When building standard logic semiconductor chips, the prim... » read more

The Challenges Of Upgrading Lithium Batteries


The ongoing electrification of everyday items has resulted in the proliferation of batteries, and spurred continued development for automotive and grid use. Lithium-ion batteries still dominate the rechargeable-battery landscape, with solid-state versions prolonging that position, but other lithium variants aim for greater safety while raising energy capacity. Battery researchers must balanc... » read more

Why Small Fab And Assembly Houses Are Thriving


High-volume products get more than their fair share of attention in the semiconductor world, but most chips don't fit into that category. While a few huge fabs and offshore assembly and test (OSAT) houses process enormous volumes of chips, small fabs and packaging lines serve for lower volumes, specialized technology, and prototyping. “There are companies that run literally one lot of 25 w... » read more

CPU Performance Bottlenecks Limit Parallel Processing Speedups


Multi-core processors theoretically can run many threads of code in parallel, but some categories of operation currently bog down attempts to raise overall performance by parallelizing computing. Is it time to have accelerators for running highly parallel code? Standard processors have many CPUs, so it follows that cache coherency and synchronization can involve thousands of cycles of low-le... » read more

Analog Consolidation Spurs New Round Of Startups


A new wave of startups is rising to meet the growing need for specialized analog customization in chip design projects, opening the door to more affordable custom designs. These startups are breathing new life into a sector, which as a result of consolidation has favored only the largest chipmakers. As larger analog companies acquire smaller ones, many companies that were previously engaged ... » read more

Legacy Process Nodes Going Strong


While all eyes tend to focus on the leading-edge silicon nodes, many mature nodes continue to enjoy robust manufacturing demand. Successive nodes stopped reducing die cost at around the 20nm node. “In the finFET era of processes, esoteric process requirements necessary to move technology forward with each generation have added significant cost and complexity,” explained Andrew Appleby, p... » read more

Improving Memory Efficiency And Performance


This is the second of two parts on CXL vs. OMI. Part one can be found here. Memory pooling and sharing are gaining traction as ways of optimizing existing resources to handle increasing data volumes. Using these approaches, memory can be accessed by a number of different machines or processing elements on an as-needed basis. Two protocols, CXL and OMI, are being leveraged to simplify thes... » read more

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