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lobe of our brain, then the Recurrent Neural Networks (RNNs) are responsible for the short term memory, like the Frontal Lobe of our brain. Source: Queensland Health Recurrent Neural Networks (RNNs) On one hand the information flows from the input layers to the output layer and on the other hand,