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Sequence Modeling - Is CNN a sequence model?


A convolutional neural network (CNN) uses sliding convolutional filters to analyze sequence data. Features in both space and time can be learned using a convolutional neural network (CNN). Learning the long-term relationships between time steps is the main way an LSTM network handles sequence data.