https://arshadhs.github.io/tags/rnn/Recent content in RNN on Arshad SiddiquiHugoen-usSun, 19 Apr 2026 00:00:00 +0000https://arshadhs.github.io/docs/ai/deep-learning/070-recurrent-nn/Sun, 19 Apr 2026 00:00:00 +0000https://arshadhs.github.io/docs/ai/deep-learning/070-recurrent-nn/<h1 id="recurrent-neural-networks"> Recurrent Neural Networks <a class="anchor" href="#recurrent-neural-networks">#</a> </h1> <p>Recurrent Neural Networks (RNNs) are neural networks designed for <strong>sequential data</strong>, where the order of inputs matters and the model must use information from earlier time steps to interpret later ones. Unlike a feedforward network, an RNN does not process each input in isolation. It carries a <strong>hidden state</strong> from one time step to the next, so the network can build a running summary of what it has seen so far.</p>