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Questions and Answers
What is the primary purpose of the algorithm used in the 'Highway Network' architecture?
What is the primary purpose of the algorithm used in the 'Highway Network' architecture?
- To learn complex and abstract representations (correct)
- To increase the number of parameters in the model
- To improve the computational efficiency of the model
- To reduce the dimensionality of the input data
What is the main advantage of using the 'Highway Network' architecture?
What is the main advantage of using the 'Highway Network' architecture?
- It reduces the risk of overfitting
- It increases the speed of training
- It allows the model to learn long-range dependencies (correct)
- It reduces the number of parameters required
What is the name of the gate that determines how much of the previous state to carry over to the current state?
What is the name of the gate that determines how much of the previous state to carry over to the current state?
- Transform gate
- Carry gate
- Update gate (correct)
- Reset gate
What is the goal of the transform gate in the Highway Network architecture?
What is the goal of the transform gate in the Highway Network architecture?
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What is the output of the Highway Network architecture?
What is the output of the Highway Network architecture?
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