A neural net is an artificial representation of the human brain that tries to simulate its learning process.
The term "artificial" means that neural nets are implemented in computer programs that are able to handle the large number of neccessary calculations during the learning process.
To show where neural nets have their origin, let's have a look at the biological model: the human brain.