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Introduction to Gated Recurrent Unit
Introduction to Gated Recurrent Unit, What is Gated Recurrent Unit, Gated Recurrent Unit Working, GRU Features, GRU Applications
Hello! I hope you are doing great. Today, we will talk about another modern neural network named gated recurrent units. It is a type of recurrent neural network (RNN) architecture but is designed to deal with some limitations of the architecture so it is a better version of these. We know that modern neural networks are designed to deal with the current applications of real life; therefore, understanding these networks has a great scope. There is a relationship between gated recurrent units and Long Short-Term Memory (LSTM) networks, which has also been discussed before in this series. Hence, I highly recommend you read these two articles so you may have a quick understanding of the concepts.  In this article, we will discuss the basic introduction of gated recurrent units. It is better ...