RNN and LSTM -- The Neural Networks with Memory

As you read this article, you understand each word based on your understanding of previous words. You don't throw everything away and start thinking from scratch again. We have already seen in Introduction to Artificial Neural Networks(ANN) how ANN can be used for regression and classification tasks, and in Introduction to Convolutional Neural Networks(CNN) how CNN can be used for image recognition, segmentation or object detection and computer-vision related tasks. But what if we have sequential data? Before we dig into details of Recurrent Neural networks, if you are a beginner I suggest you read below two articles to get a basic understanding of neural networks.