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Edge-Inference Architectures Proliferate


First part of two parts. The second part will dive into basic architectural characteristics. The last year has seen a vast array of announcements of new machine-learning (ML) architectures for edge inference. Unburdened by the need to support training, but tasked with low latency, the devices exhibit extremely varied approaches to ML inference. “Architecture is changing both in the comp... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive/Mobility Tesla has to recall 158,000 2012-2018 Model S and 2016-2018 Model X vehicles because of an eMMC NAND flash memory chip. The chip can cause the touchscreen to stop working when the memory reaches its limit of writes. According to a story in Reuters, the United States NHTSA (National Highway Traffic Safety Administration) is insisting on the recall because many of Tesla contr... » read more

Week In Review: Design, Low Power


Qualcomm will acquire data center chip startup Nuvia for approximately $1.4 billion. Nuvia is working on a data center SoC and Arm-based CPU core it claims will lower performance per total cost of ownership by matching high performance with high efficiency and limiting maximum power to that which can be dissipated in an air-cooled environment. Qualcomm said Nuvia's technology would be incorpora... » read more

Startup Funding: March 2020


Dedicated AI hardware, quantum computing, and avionics startups shined in March. Here's a look at seventeen startups, which raised a collective $525M. The avionics sector soared thanks to Lilium and its electric vertical takeoff jet. Quantum computing was another hot area, with three companies bringing in ~$88M together. Plus, chip design management, two companies developing AR glasses, and how... » read more

January ’19 Startup Funding: $100M+ Rounds Abound


Sixteen companies received private funding rounds of $100 million or more during the month of January, with two privately held companies, Infor and Verily Life Sciences, taking in rounds of $1.5 billion and $1 billion, respectively. The market segments represented in the January rounds were varied. Multiple companies using artificial intelligence technology in their offerings and cloud-based... » read more

Week In Review: Design, Low Power


M&A Ansys will acquire Helic, a provider of electromagnetic crosstalk analysis and signoff tools. Founded in 2000, Helic's tools included pre- and post-LVS EM modeling, inductor synthesis and modeling, and analysis of crosstalk risk. The company's technology will be integrated into a solution for on-chip, 3D integrated circuit and chip-package-system electromagnetics and noise analysis. Th... » read more

The Week In Review: Design


Tools & IP Synopsys added machine learning capabilities to its Design Platform. The company highlighted benefits to the PrimeTime signoff tool, which saw 5X faster power recovery in customer designs at leading-edge geometries. Renesas is using the tool, noting a 4X power ECO speed-up. ArterisIP unveiled a standalone last level cache (LLC) for high-performance SoCs. CodaCache can be adde... » read more