Questions and Answers
What is the main mathematical task performed in a Convolutional Layer of a CNN?
Dot product
What is the purpose of a kernel in a Convolutional Neural Network (CNN)?
To extract features from the input data
In a CNN, what is the function of an activation function like ReLU following each convolution operation?
It allows the network to learn non-linear relationships
Which component of a CNN aims to emulate the organization of neurons in the human visual system?
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What is the goal of the pooling layer in a CNN?
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What does 'stride' refer to in a Convolutional Neural Network (CNN)?
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Why is padding used in Convolutional Neural Networks (CNNs)?
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Which layer in a CNN is responsible for identifying distinct features within the input data?
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What is the typical order of components in a Convolutional Neural Network (CNN)?
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What does a kernel (filter) do in a Convolutional Neural Network (CNN)?
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