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4 cards from this section. Quick, good the night before a test.
What is the primary function of the input layer in a neural network?
Think of it as the entry point for data.
Name one common activation function used in neural networks.
These functions help determine when neurons fire.
What does the input layer do in a neural network?
Remember, it's where the data starts.
True or False: The sigmoid activation function is used for multi-class classification problems.
Think about how multiple classes are handled.
Design a simple neural network architecture for a task where you need to classify emails as spam or not. Specify the number of layers, types of activation functions, and the output layer's configuration.
Consider what inputs you'll need and how many outputs you desire.
Explain how the choice of activation function can impact a neural network’s ability to converge while training. What would happen if you used a linear activation function throughout?
Think about the importance of flexibility in the model's training.
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