The ________ gate in an LSTM controls which parts of the cell state should be updated.
- Update
- Forget
- Input
- Output
In an LSTM (Long Short-Term Memory), the update gate (also known as the input gate) regulates which parts of the cell state should be updated based on the current input and previous state.
Loading...
Related Quiz
- Hierarchical clustering can be broadly classified into two types based on how the hierarchy is constructed. What are these two types?
- An organization wants to develop a system that can identify objects in real-time from video feeds, regardless of the objects' positions or angles in the frames. Which neural network characteristic is crucial for this?
- You are working on a dataset with a large number of features. While some of them seem relevant, many appear to be redundant or irrelevant. What technique would you employ to enhance model performance and interpretability?
- Experience replay, often used in DQNs, helps in stabilizing the learning by doing what?
- Sparse autoencoders enforce a sparsity constraint on the activations of the ________ to ensure that only a subset of neurons are active at a given time.