Advocacy: Promoting Rights (HSC SSCE Community and Family Studies): Quizzes

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Advocacy: Promoting Rights
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What do neural networks mimic in function?

Biological neural networks

What is the role of weights in neural networks?

Determine connection strength

Which activation function outputs values between 0 and 1?

Sigmoid

What type of data do CNNs primarily process?

Grid-like data

What is the main function of backpropagation?

Update weights

Why is the learning rate important?

Affects convergence speed

What is a characteristic of RNNs?

Handle sequential data

What does the XOR problem illustrate?

Complex pattern recognition

What is the output of a neuron with inputs [0.5, -1.0]?

0.35

What is a key feature of LSTM networks?

Long-term dependencies

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