stem/AI/Neural Networks/CNN/FCN/Highway Networks.md
andy 25f73797e3 vault backup: 2023-05-27 23:02:51
Affected files:
.obsidian/graph.json
.obsidian/workspace.json
STEM/AI/Neural Networks/Activation Functions.md
STEM/AI/Neural Networks/CNN/CNN.md
STEM/AI/Neural Networks/CNN/FCN/FCN.md
STEM/AI/Neural Networks/CNN/FCN/FlowNet.md
STEM/AI/Neural Networks/CNN/FCN/Highway Networks.md
STEM/AI/Neural Networks/CNN/FCN/ResNet.md
STEM/AI/Neural Networks/CNN/FCN/Skip Connections.md
STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md
STEM/AI/Neural Networks/CNN/GAN/GAN.md
STEM/AI/Neural Networks/CNN/UpConv.md
STEM/img/highway-vs-residual.png
STEM/img/imagenet-error.png
STEM/img/resnet-arch.png
STEM/img/resnet-arch2.png
STEM/img/skip-connections 1.png
STEM/img/upconv-matrix-result.png
STEM/img/upconv-matrix-transposed-result.png
STEM/img/upconv-matrix.png
STEM/img/upconv-transposed-matrix.png
STEM/img/upconv.png
2023-05-27 23:02:51 +01:00

215 B

  • Skip connections across individual layers
    • Conditionally
  • Soft gates
    • Learn vs carry
  • Gradients propagate further
  • Inspired by LSTM RNNs

!highway-vs-residual.png !skip-connections 1.png