Neural Networks (General)
Deep Learning, NLP, and Representations
Calculus on Computational Graphs: Backpropagation
Neural Networks, Types, and Functional Programming
Recurrent Neural Networks
Understanding LSTM Networks
Attention and Augmented Recurrent Neural Networks
On Distill
Convolutional Neural Networks
Conv Nets
A Modular Perspective
Understanding Convolutions
Groups & Group Convolutions
Deconvolution and Checkerboard Artifacts
On Distill
Visualizing Neural Networks
Visualizing MNIST
An Exploration of Dimensionality Reduction
Visualizing Representations
Deep Learning and Human Beings
Inceptionism
Going Deeper into Neural Networks
On the Google Research Blog
Four Experiments in Handwriting with a Neural Network
On Distill
Miscellaneous
Fanfiction, Graphs, and PageRank
Data.List Recursion Illustrated
Visual Information Theory
Traditional Papers
Document embedding with paragraph vectors
On ArXiv [PDF]
TensorFlow: Large-scale machine learning on heterogeneous systems
On TensorFlow.org [PDF]
Concrete Problems in
AI Safety
On ArXiv [PDF]
