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4 cards from this section. Quick, good the night before a test.
What is a neuron in the context of neural networks?
Think of it like a mini brain cell.
What is the purpose of an activation function?
It helps decide if the neuron should 'fire' or not.
What do neural networks mimic?
Remember their purpose in artificial intelligence.
True or False: Neural networks only have one layer.
Think about the typical structure of a neural network.
Consider a neural network with three hidden layers processing an image. Explain how the addition of one more hidden layer might impact its performance.
Think about depth in terms of learning capabilities.
Design a conceptual framework for a neural network that identifies handwritten digits. Discuss key aspects like layer arrangement and data requirements.
Focus on how digit recognition requires pixel processing.
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