“Artificial Intelligence, one of the most important research topics in computer science and robotics, and all implemented on a single chip that has memory of 8kbytes!? The main aim of this project is to describe possibility of implementing one of the leading algorithms in artificial intelligence that is Neural Networks on tiny microcontroller. Neural Networks (or Neural Nets for short) is a mathematical object that mimics the behavior of brain through connecting smallest computing units: Neurons. One of the main properties of (artificially) intelligent object is to be adaptive i.e. learn and analyse environmental conditions, and be able to respond to new, previously unseen condition.”