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3 cards from this section. Quick, good the night before a test.
What does an Artificial Neural Network (ANN) represent?
Think about what neurons do in the brain.
Name the three main layers of a Neural Network.
Consider the flow of information in a network.
What does an ANN mimic?
Consider the source of the name 'neural'.
True or False: The hidden layers in a neural network only serve as input layers.
Think about the flow of information through the layers.
Discuss how changing the number of hidden layers in an ANN can affect its performance with specific examples.
Refer to the concept of depth in learning.
Design a basic neural network to classify handwritten digits, outlining the structure (layer types and numbers) and justification.
Think about the balance between complexity and generalization.
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