Breaking The AI Memory Bottleneck


In the long unfolding arc of technology innovation, artificial intelligence (AI) looms as immense. In its quest to mimic human behavior, the technology touches energy, agriculture, manufacturing, logistics, healthcare, construction, transportation and nearly every other imaginable industry – a defining role that promises to fast track the fourth Industrial Revolution. And if the industry orac... » read more

The Next New Memories


Several next-generation memory types are ramping up after years of R&D, but there are still more new memories in the research pipeline. Today, several next-generation memories, such as MRAM, phase-change memory (PCM) and ReRAM, are shipping to one degree or another. Some of the next new memories are extensions of these technologies. Others are based on entirely new technologies or involve ar... » read more

System Bits: Aug. 13


Keeping tabs on crops University of Missouri researchers collaborated with the Agricultural Research Service at the U.S. Department of Agriculture on pairing a regular digital camera with a miniature infrared camera for a novel system providing temperature data and detailed images of crops. “Using an infrared camera to monitor crop temperature can be tricky because it is difficult to diff... » read more

Week in Review: IoT, Security, Autos


Products/Services Synopsys agreed to acquire QTronic, a German company specializing in simulation, test tools, and services for automotive software and systems development. The transaction is expected to close in the fourth quarter of the company’s 2019 fiscal year. “The terms of the deal, which is not material to Synopsys financials, are not being disclosed,” Synopsys said in a statemen... » read more

Speed Returns As The Key Metric


For the foreseeable future, it's all about performance. For the past decade or so, power and battery life have been the defining characteristics of chip design. Performance was second to those. This was particularly important in smart phones and wearable devices, where time between charges was a key selling point. In fact, power-hungry processors killed the first round of smart watches. But ... » read more

Optimizing Power For Learning At The Edge


Learning on the edge is seen as one of the Holy Grails of machine learning, but today even the cloud is struggling to get computation done using reasonable amounts of power. Power is the great enabler—or limiter—of the technology, and the industry is beginning to respond. "Power is like an inverse pyramid problem," says Johannes Stahl, senior director of product marketing at Synopsys. "T... » read more

HBM2E: The E Stands for Evolutionary


Samsung introduced the first memory products in March that conform to JEDEC’s HBM2E specification, but so far nothing has come to market—a reflection of just how difficult it is to manufacture this memory in volume. Samsung’s new HBM2E (sold under the Flashbolt brand name, versus the older Aquabolt and Flarebolt brands), offers 33% better performance over HBM2 thanks to doubling the de... » read more

In-Memory Computing


Gideon Intrater, CTO at Adesto Technologies, talks about why in-memory computing is now being taken seriously again, years after it was first proposed as a possible option. What's changed is an explosion in data, and a recognition that it's too time- and energy-intensive to send all of that data back and forth between memories and processors on the same chip, let alone to the cloud and back. On... » read more

Process Window Optimization


David Fried, vice president of computational products at Lam Research, examines increasing process variation and interactions between various types of variation, why different approaches are necessary to improve yield and continue scaling. » read more

The Great Test Blur


As chip design and manufacturing shift left and right, concerns over reliability are suddenly front and center. But figuring out what exactly what causes a chip to malfunction, or at least not meet specs for performance and power, is getting much more difficult. There are several converging trends here, each of which plays an integral role in improving reliability. But how significant a role... » read more

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