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Alexander Kislinsky2016-08-13 11:04:17
Neural networks
Alexander Kislinsky, 2016-08-13 11:04:17

Why is the 3rd layer not fully connected in this example?

Here is an interactive example of the work of a convolutional neural network: scs.ryerson.ca/~aharley/vis/conv
Why in this example the 3rd layer is not fully connected and how did you determine which feature matrices to connect with each other and which not?

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Vlad_Fedorenko, 2016-08-13
@Vlad_Fedorenko

Maybe they did Dropout so as not to retrain https://www.cs.toronto.edu/~hinton/absps/JMLRdropo...

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alex_justes, 2016-09-09
@alex_justes

This is "Downsampling layer 1" aka pooling:
https://en.wikipedia.org/wiki/Convolutional_neural...

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