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Convolution of the neural network connection layer all 4096 what is the purpose of the hidden units

Time:11-21

After the biggest pooling layer is drawn into a one dimensional vector data input into the full connection layer, there are three full connection layers respectively 4096102, 4128 hidden units, what's the function of the hidden units?
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