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  DNN (Deep Neural Network) Information DNN (Deep Neural Network) is a type of artificial neural network with multiple layers between the input and output layers. DNNs are used for various machine learning tasks, such as image and speech recognition, natural language processing, and autonomous systems. DNNs use backpropagation, a supervised learning algorithm, to adjust the weights of each layer to minimize the difference .. Zettelkasten/Terminology Information 2023. 2. 21.