06
Jul
Neural Processing Units, commonly called NPUs, are specialized processors designed to accelerate artificial intelligence and machine learning workloads. Unlike CPUs, which handle general-purpose tasks, or GPUs, which excel at parallel graphics and compute operations, NPUs focus on matrix math, inference, and on-device learning with extreme efficiency. Alongside NPUs, the broader category of AI chips includes dedicated accelerators integrated into system-on-a-chip designs or offered as discrete components in PCs and servers.Over the past five years, AI workloads have shifted from cloud-centric processing toward on-device intelligence. This shift is driven by latency requirements, privacy concerns, and the need for energy efficiency. As…
