Batch Normalization

https://towardsdatascience.com/batch-normalization-in-neural-networks-1ac91516821c

AlexNet

architecture

https://www.learnopencv.com/understanding-alexnet/

implementation with pytorch

https://github.com/dansuh17/alexnet-pytorch/blob/master/model.py

Residual Connection

theory

https://principlesofdeeplearning.com/index.php/a-simple-tutorial-on-residual-networks/

implementation with pytorch

https://discuss.pytorch.org/t/add-residual-connection/20148

VGG16

https://www.youtube.com/watch?v=bEsRLXY7GCo