Recurrent Neural Networks (RNN)
1. What is the primary purpose of a Recurrent Neural Network (RNN)?
2. What is the main characteristic of a Recurrent Neural Network (RNN)?
3. Which layer type is typically used to capture sequential dependencies in an RNN?
4. What is the advantage of using recurrent layers in an RNN?
5. What is the purpose of the hidden state in an RNN?
6. Which activation function is commonly used in the recurrent layers of an RNN?
7. What is the purpose of the time step parameter in an RNN?
8. Which layer type is commonly used to initialize the hidden state in an RNN?
9. What is the main difference between an RNN and a feedforward neural network?
10. What dataset is commonly used for character-level language modelling demonstrations?