\section{Acknowledgements}

I would like to thank the Physics Department of the University of Zurich.
Special thanks goes to Prof. Nicola Serra of the University of Zurich who let me do this thesis in his research and introduced me into the world of neural networks.\\
I would also like to express my gratitude towards Dr. Patrick Owen for providing me with data and always being here to help when I had questions.\\
Also special thanks goes to Jonas Eschle, who was always there to help me with programming the RNN's and discuss techniques and tricks.