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This project holds some MATLAB files that can be used for learning more about Neural Networks and Support Vector Machines. These were used to train and classify some EEG data. A real time ADC connected to a signal conditioning circuit was connected via an arduino to MATLAB and there is a GUI here that can be used to train the system for say a square/sine/triangle and then given an unknown waveform it would try and place to which class this waveform belongs to.