Questions tagged [residual-networks]

For questions related to residual networks (ResNets), introduced in "Deep Residual Learning for Image Recognition" (2015) by Kaiming He et al. and that won the first place at "Large Scale Visual Recognition Challenge 2015" (ILSVRC2015).

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How to use residual learning applied to fully connected networks?

Is there any reason why skip connections would not provide the same benefits to fully connected layers as it does for convolutional? I've read the ResNet paper and it says that the applications should ...
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Understanding an extract on the motivation behind residual networks

I was reading about ResNets from this page, and I couldn't understand the following extract, about the motivation behind ResNets: "Since neural networks are good function approximators, they ...