I also want to express my deepest appreciation to Dr. Tom Marvin. He introduced me to the amazing world of neural networks in the most unexpected of ways. His many teachings in Physics and his great wisdom has had a large impact on me and the way that I think.Most important of all, I would like to give my biggest thanks to the person that has always been there for me, has always supported me, has always listened to me, and has always taught me so many things in life. She made me the person I am today, and I would not be here without her. For her dedication, her understanding, her patience, and her love, I dedicate this thesis to her, my Mother. Thank you!