RNN Fundamentals — Roadmap Step & Resources
How a recurrent network maintains a hidden state across a sequence
- Level: advanced
- Estimated time: 1 days
- Roadmap: Deep Learning & Neural Networks
Interview questions
- What does the hidden state in an RNN actually represent as it processes a sequence?
Study resources
- Recurrent Neural Networks (RNNs), Clearly Explained!!! (Video) — StatQuest's widely-loved, clear explanation of recurrent neural networks.
- torch.nn.RNN (Article) — The official PyTorch documentation for the basic RNN layer.
Part of
- Recurrent Neural Networks & Sequence Models — section
- Deep Learning & Neural Networks roadmap — the full learning path