Artificial Neural Networks

Artificial neural networks are now one of the most popular tools for analyzing large data sets. They are the subject of extremely intensive research in the field of artificial intelligence. Advanced capabilities of these algorithms are used, for example, by Internet search engines. An example is the combination of Microsoft resources and Open AI to create a solution for the Edge browser that allows for intelligent data retrieval using ChatGPT. In this chapter, the mechanisms of operation of various neural networks from the feed forward type to convolutional neural networks will be presented, along with a basic mathematical model.