References

Training Deep Neural Networks

Multi-column Deep Neural Networks for Image Classification
ImageNet Classification with Deep Convolutional Neural Networks (code)
Dropout: A Simple Way to Prevent Neural Networks from Overfitting (code)
Network In Network
Very Deep Convolutional Networks for Large-Scale Image Recognition (code)
Going Deeper with Convolutions
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Rethinking the Inception Architecture for Computer Vision
Training Very Deep Networks