An AI accelerator, also known as a neural processing unit, is a specialized hardware or computer system designed to accelerate artificial intelligence (AI) and machine learning applications.
A company might use an AI accelerator to train deep neural networks for image recognition tasks more efficiently than a general-purpose CPU.