In the rapidly evolving world of biometric access control, speed, accuracy, and intelligence are no longer “nice-to-have” — they are the backbone of next-generation security solutions. Over the past few years, manufacturers have been shifting away from traditional CPU-based processing to NPU (Neural Processing Unit) architectures. But why is this shift happening? Let’s break it down. What Is an NPU? An NPU (Neural Processing Unit) is a type of processor designed specifically for accelerating artificial intelligence and machine learning tasks, particularly neural network computations. Think of it like this: A CPU is a general-purpose multitool — it can do many tasks, but not always in the fastest way for specialized jobs. An NPU is like a laser-focused specialist — built to run AI algorithms, process image and video data, and handle pattern recognition extremely quickly. How NPUs Work NPUs use a highly parallel architecture, meaning they can process thousands of small AI-related c...
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