Recurrent Neural Networks

Back: Deep Learning

Neural networks designed for sequential data, processing one element at a time while maintaining a hidden state. Largely superseded by Transformers but still relevant for certain time-series and streaming applications.

Concepts

• Vanilla RNN
• LSTM
• GRU
• Bidirectional RNNs

---

deep-learning rnn sequential