Convolution Neural Network

Adit Deshpande's detailed guide.
cs231n stanford course on cnn
Backpropagation in CNN
resnet and its variants
what-Andrej-Karpathy-learned-from-competing-against-a-convnet-on-imagenet
Demo by Andrej
FCL == CNL?

Deconvolution

Image Segmentation using deconvolution layer in Tensorflow