This paper discusses the general usability of artificial neural networ
ks for the analysis of EEG data. The advantages and drawbacks of this
new technology are compared, especially from the perspective of medica
l computer science. Furthermore this text clarifies the fundamental pr
inciples of neural networks, the relations to the biological model and
how they compare to classical evaluation methods.