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Questions and Answers
What does ANN stand for?
What does ANN stand for?
Which function is commonly used as an activation function in neural networks for introducing non-linearity?
Which function is commonly used as an activation function in neural networks for introducing non-linearity?
What is the primary purpose of pooling layers in a CNN?
What is the primary purpose of pooling layers in a CNN?
In a CNN, what does the term "stride" refer to in the context of convolutional layers?
In a CNN, what does the term "stride" refer to in the context of convolutional layers?
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What is the primary role of the activation layer in a CNN?
What is the primary role of the activation layer in a CNN?
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Why do CNNs use parameter sharing in convolutional layers?
Why do CNNs use parameter sharing in convolutional layers?
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What is the primary advantage of CNNs over fully connected networks?
What is the primary advantage of CNNs over fully connected networks?
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What is the purpose of dropout layers in a CNN?
What is the purpose of dropout layers in a CNN?
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Which layer type is responsible for reducing the size of feature maps through downsampling in a CNN?
Which layer type is responsible for reducing the size of feature maps through downsampling in a CNN?
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What is the primary benefit of using an activation function like ReLU in CNNs?
What is the primary benefit of using an activation function like ReLU in CNNs?
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