Residual Block

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A Residual Block is a neural network block that ...



References

2021

2018

  • https://towardsdatascience.com/residual-blocks-building-blocks-of-resnet-fd90ca15d6ec
    • QUOTE: ... In a network with residual blocks, each layer feeds into the next layer and directly into the layers about 2–3 hops away. That’s it. But understanding the intuition behind why it was required in the first place, why it is so important and how similar it looks to some other state of the art architectures is where we are going to focus on. There are more than one interpretations of why residual blocks are awesome and how & why they are one of the key ideas that can make a neural network show state of the art performances on wide range of tasks. Before diving into the details, here is a picture of how a residual block actually looks like. ...

2018

2016