New Uses For AI


AI is being embedded into an increasing number of technologies that are commonly found inside most chips, and initial results show dramatic improvements in both power and performance. Unlike high-profile AI implementations, such as self-driving cars or natural language processing, much of this work flies well under the radar for most people. It generally takes the path of least disruption, b... » read more

How To Measure ML Model Accuracy


Machine learning (ML) is about making predictions about new data based on old data. The quality of any machine-learning algorithm is ultimately determined by the quality of those predictions. However, there is no one universal way to measure that quality across all ML applications, and that has broad implications for the value and usefulness of machine learning. “Every industry, every d... » read more

mmWave Chip, Package, And Board Beamforming Solutions


RF front-end architectures grow more complex with each generation of communication systems. To accommodate these architectures, more densification and miniaturization is taking place with electronic systems implemented through innovations in system-in-package (SiP) design. 5G data rates exceeding 1GB/s will be supported by the available bandwidth in the millimeter-wave (mmWave) spectrum and ... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive A fire at a Renesas fab may put a further squeeze on the supply of automotive chips, according to an Associated Press story. The fire in Naka Factory (located in Japan in Hitachinaka, Ibaraki Prefecture) was caused by plating equipment igniting within the first floor of the N3 Building and was extinguished the same day it started on March 19th, according to a press release. “The c... » read more

Waiting For Chiplet Standards


The need and desire for chiplets is increasing, but for most companies that shift will happen slowly until proven standards are in place. Interoperability and compatibility depend on many layers and segments of the supply chain coming to agreement. Unfortunately, fragmented industry requirements may lead to a plethora of solutions. Standards always have enabled increasing specialization. ... » read more

Demand for IC Resilience Drives Methodology Changes


Applications that demand safety, security, and resilience are driving new ways of thinking about design, verification, and the long-term reliability of chips on a mass scale. The need is growing for chips that can process more data faster, over longer periods of time, and often within a shrinking power budget. That, in turn, is forcing changes at multiple levels, at the architecture, design,... » read more

Overcoming Next-Generation AESA Radar Design Challenges


Phased array antennas were first used in military radar systems to scan the radar beam quickly across the sky to detect planes and missiles. These systems are becoming popular for a variety of applications and new active electronically scanned arrays (AESAs) are being used for radar systems in satellites and unmanned aerial vehicles. As these systems are deployed in new and novel ways, size and... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive/Mobility General Motors is working on a next version of Ultium battery chemistry and announced a joint development agreement with Singapore-based SolidEnergy Systems, a lithium metal battery startup founded by a graduate of MIT. The companies plan to open a Woburn, Massachusetts prototype production line by 2023. GM’s is attempting to lower the cost of its proprietary battery tech... » read more

Tradeoffs To Improve Performance, Lower Power


Generic chips are no longer acceptable in competitive markets, and the trend is growing as designs become increasingly heterogeneous and targeted to specific workloads and applications. From the edge to the cloud, including everything from vehicles, smartphones, to commercial and industrial machinery, the trend increasingly is on maximizing performance using the least amount of energy. This ... » read more

Multiband Active Antenna Tuner For Cellular IoT Applications


This white paper discusses related design challenges and solutions for developing a multiband active antenna tuner for cellular internet of things (IoT) massive machine-type communications (mMTC) applications. Click here to read more. » read more

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