Research Archive

May 20, 2024 / Max Weinbach / Ben Bajarin

REPORT: The NPU Wattage Advantage

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 workloads. NPUs often include advanced…

May 20, 2024 / Ben Bajarin / Max Weinbach

REPORT: Developer Spotlight – Cephable

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 inputs like voice commands, facial expressions, head motions, body gestures, and virtual buttons. Their software makes computing…

May 20, 2024 / Ben Bajarin / Max Weinbach

REPORT: What Makes the NPU Unique

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 on…

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