Deep Neural Networks (DNNs) are artificial neural networks with multiple layers between the input and output layers. They are used in a variety of applications, including image recognition, natural language processing, and speech recognition. DNNs learn complex patterns from large datasets by extracting hierarchical features through these multiple layers.
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