Practice Summary - 10.6 | 10. Introduction to Neural Networks | CBSE Class 12th AI (Artificial Intelligence)
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is a neuron in the context of neural networks?

💡 Hint: Think of it like a mini brain cell.

Question 2

Easy

What is the purpose of an activation function?

💡 Hint: It helps decide if the neuron should 'fire' or not.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What do neural networks mimic?

  • Human Memory
  • Human Brain
  • Human Nervous System

💡 Hint: Remember their purpose in artificial intelligence.

Question 2

True or False: Neural networks only have one layer.

  • True
  • False

💡 Hint: Think about the typical structure of a neural network.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Consider a neural network with three hidden layers processing an image. Explain how the addition of one more hidden layer might impact its performance.

💡 Hint: Think about depth in terms of learning capabilities.

Question 2

Design a conceptual framework for a neural network that identifies handwritten digits. Discuss key aspects like layer arrangement and data requirements.

💡 Hint: Focus on how digit recognition requires pixel processing.

Challenge and get performance evaluation