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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is an artificial neuron based on?
💡 Hint: Think about the biological inspiration mentioned.
Question 2
Easy
Name the three types of layers in a Multi-Layer Perceptron.
💡 Hint: Consider the overall structure of the MLP.
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 is the main component of a perceptron?
- Activation function
- Weight
- Both a and b
💡 Hint: Think about how a perceptron processes inputs.
Question 2
True or False: A Multi-Layer Perceptron consists of only one layer.
- True
- False
💡 Hint: Recall the structure of an MLP from our discussion.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a simple perceptron model for a binary classification problem, detailing the inputs, weights, activation function, and output.
💡 Hint: Think about how each input could influence the decision.
Question 2
If an MLP comprises three layers with specific neuron counts, explain how changing the number of neurons in the hidden layer might impact learning outcomes.
💡 Hint: Reflect on how capacity affects learning.
Challenge and get performance evaluation