As I started attending a class of introduction to neural network at the university, I’ve been looking to create something which would help me to understand the subject better with some practice. Therefore I decided to implement a sample Neural Network library in Javascript, which will implement at least some of the networks we saw during the class.
The first one I’ve implemented is a WTA (Winner Takes All) network, and an example can be found here. There might be space for improvement, I may refine this in the future, but my goal in this blog is to point out the intuition behind what I do, not to provide tools to be used in production.