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Tag: machine learning

What is a Neural Processing Unit (NPU)

Posted on May 11, 2023June 19, 2025 By vlsifacts No Comments on What is a Neural Processing Unit (NPU)

A neural processing unit (NPU) is a specialized type of microprocessor designed to accelerate the performance of artificial neural networks (ANNs) and machine learning algorithms. These chips have been developed with the goal of accelerating the training and inference processes of deep learning models. NPUs can perform complex matrix calculations and parallel processing much more…

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What is a Hardware Accelerator

Posted on March 31, 2023June 19, 2025 By vlsifacts No Comments on What is a Hardware Accelerator

A hardware accelerator is a specialized processor that is designed to perform specific tasks more efficiently than a general-purpose processor. Hardware accelerators are often used to speed up tasks that are computationally intensive, such as graphics rendering, machine learning, and cryptography. Hardware accelerators are becoming increasingly popular in modern computing systems because they can improve…

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