Highway Network Architecture

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson
Download our mobile app to listen on the go
Get App

Questions and Answers

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?

  • 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?

  • Transform gate
  • Carry gate
  • Update gate (correct)
  • Reset gate

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

<p>To transform the previous state to the current state (A)</p> Signup and view all the answers

What is the output of the Highway Network architecture?

<p>The weighted sum of the transformed and carry states (A)</p> Signup and view all the answers

Flashcards are hidden until you start studying

Use Quizgecko on...
Browser
Browser