Short Lecture about Perceptron and Kohonen's SOM

It is my short lecture in classical neural networks. It was delivered to students from School of Mathematics and Systems Engineering, Vaxjo University in September, 2008.

Outline:
- Supervised Learning
- Perceptrons: Multilayer Perceptron
- Back-Propagation Training Algorithm
- Self-organizing map
- Data visualization techniques using the SOM