<ul><li>Neural Processing Units (NPUs) are specialized hardware accelerators used for neural networks and machine learning applications.</li><li>NPUs are integrated with CPU/GPU in devices like smartphones, IoT devices, drones, and in standalone form in data centers.</li><li>Major tech companies including Google, Apple, Qualcomm utilize NPUs extensively for various applications.</li><li>NPUs enable efficient inference through parallelism and mixed precision, paving the way for intelligent and power-conscious devices in the AI revolution.</li></ul>

Neural Processing Unit - the future of AI

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