Highway Network Architecture

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What is the primary purpose of the algorithm used in the 'Highway Network' architecture?

To learn complex and abstract representations

What is the main advantage of using the 'Highway Network' architecture?

It allows the model to learn long-range dependencies

What is the name of the gate that determines how much of the previous state to carry over to the current state?

Update gate

What is the goal of the transform gate in the Highway Network architecture?

To transform the previous state to the current state

What is the output of the Highway Network architecture?

The weighted sum of the transformed and carry states

Test your knowledge of the Highway Network architecture, a type of neural network architecture. Learn about the primary purpose of the algorithm, advantages, and gates used in this architecture.

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