Over the past few years, we have seen the extraordinary development of neural prosthetic technologies that can replace or enhance functions of our central nervous system. For example, devices like Brain-Computer Interfaces (BCIs) allow the direct communication of the brain with a computer. The most common technique applied in these devices, is Electroencephalography (EEG) – a recording of the electrical activity along the scalp.