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Recurrent Neural Networks - What is the difference between recurrent neural network and regular neural network?


Differences in architecture between RNNs and Convolutional Neural Networks (CNNs) are substantial. Unlike RNNs, which use feedback connections, CNNs are feedforward neural networks that include filters and pooling layers. Unlike RNNs, which can deal with length variations, CNNs have set input and output sizes.