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Neural Networks
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Computer Science
HSCS.228 Neural Networks
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A student says a larger weight always means the connected input is more important in every neural network. Which response is most accurate?
A
A weight affects the next neuron's computation, but overall importance can depend on activations, other paths, scaling, and later layers.
B
Weights do not affect predictions, so their size is never relevant.
C
Only output labels can have weights, so input connections are decorative.
D
A larger weight proves the input is the real-world cause of the prediction
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