Rafal Roszak

Most general view at artificial neural networks In the previous post I have explained what artificial neural networks (ANNs) are. However that only covered most common ANN architecture which consists of artificial neurons organized into layers. To truly understand what an ANN really is it is important to dive deep into a more general case. … Read more

Artificial neurons An artificial neuron is the most widely used component of artificial neural networks. We could think about it as the simplest unit of computation and a basic building block of such networks. Analogous component in a digital computer would be a logic gate (AND, NAND, OR, NOR, XOR, etc). You could build a … Read more

When you try to acquire knowledge about machine learning you will most likely find out that it consists of two main groups of algorithms called supervised machine learning and unsupervised machine learning. Furthermore supervised machine learning can be divided into regression and classification. The difference between classification and regression is that classification output is discreet … Read more