Algorithms

How Does Backpropagation Work?
Deriving the mathematics behind backpropagation.
Computational Complexity Of Neural Networks
Why are neural networks so slow?
Just How Fast Is Your Algorithm?
Methods of analysing the run-time complexity of algorithms.