andy
7bc4dffd8b
Affected files: STEM/AI/Neural Networks/CNN/Examples.md STEM/AI/Neural Networks/CNN/FCN/FCN.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/Interpretation.md STEM/AI/Neural Networks/CNN/UpConv.md STEM/AI/Neural Networks/Deep Learning.md STEM/AI/Neural Networks/MLP/MLP.md STEM/AI/Neural Networks/Properties+Capabilities.md STEM/AI/Neural Networks/SLP/Least Mean Square.md STEM/AI/Neural Networks/SLP/SLP.md STEM/AI/Neural Networks/Transformers/Transformers.md STEM/AI/Properties.md STEM/CS/Language Binding.md STEM/CS/Languages/dotNet.md STEM/Signal Proc/Image/Image Processing.md
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LeNet
- 1990's
- 1989
- 1998
AlexNet
2012
- ReLu
- Normalisation
VGG
2015
- 16 layers over AlexNet's 8
- Looking at vanishing gradient problem
- Xavier
- Similar kernel size throughout
- Gradual filter increase
GoogLeNet
2015
- Inception Layers
- Multiple Loss Functions
Inception Layer
Auxiliary Loss Functions
- Two other SoftMax blocks
- Help train really deep network
- Vanishing gradient problem
