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NPUs (Neural Processing Units) are rapidly establishing themselves as the optimal platform for executing a diverse array of AI workloads, especially those requiring prolonged periods of inference. The unique architecture of NPUs, tailored specifically for neural network operations, guarantees effici
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CoPilot+ PCs and a New Category of AI PC Personal computing is at a unique inflection point with generative AI. Perhaps one we have not seen since the introduction of the graphical user interface. With a tremendous amount of excitement for AI enhanced software running on our computers, the NPU prov
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Given there is a new standard in measuring NPU performance capabilities, it is critical we have a better understanding of the relationship between NPU TOPS and the relationship of TOPS as a metric and AI performance. While we completely agree, TOPS is a difficult metric to measure real-world AI perf
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While all compute cores are capable of handling AI workloads, the NPU stands out the most here as its architecture allows it to run these AI workloads at significantly lower wattage than CPU and GPU cores. NPUs have power management technique advantages over the CPU and GPU, specifically on AI workl
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Developer Spotlight: Cephable Cephable is an accessibility software platform that allows users to control technology using various input methods beyond the traditional keyboard and mouse. Cephable’s software enables users to control computers, applications, and digital devices using alternative inpu
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What Makes the NPU Unique Now that AI is front and center, the NPU has become more important than ever for computing devices. But what differentiates the NPU and why is it better suited than CPUs and GPUs for many AI workloads? When looking specifically at the NPU’s role, it is its dedicated role o
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The New Chip on the Block The Neural Processing Unit (NPU) has evolved significantly since the introduction of deep learning models like AlexNet in 2012. NPUs are specialized hardware accelerators designed to efficiently process neural network operations, such as the numerous multiplies and accumula
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Apple’s Mac sales are at all time highs with pretty major growth, while there may be some post-pandemic correction in play for the whole PC market, the overall trajectory of Mac sales is looking great. Apple is doing something right with the Mac to convince PC users to switch from Windows PC to Mac.
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Last fall, I wrote about the growth potential for Apple’s Macs in the enterprise. I mentioned some research Cisco shared about their Mac choice program and the benefits they have seen as an organization by offering Mac as a choice and supporting Macs on equal footing as Windows. Cisco’s stated goal
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I recently wrote about the automotive sector being the new competitive battleground for semiconductor companies, and announcements from three key chipmakers – Intel, Nvidia and Qualcomm – at CES earlier this month highlighted the extent to which that competition is heating up across four specific ve
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CES 2022 has come to a close, and while many of us participated virtually, there was still a lot of news to take in. Like past years, there were some main themes that dominated the flow of announcements as all the major tech players set their sights on growing their business by expanding their offer
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This year at CES, many of the dominant semiconductor companies, including four in my Silicon Big 5 list, showcased their latest solutions for 2022. When it came to core computing devices, both AMD and Intel showcased their latest chips for notebooks and desktops. But, what I found most fascinating f