We know that physiological signals such as the ECG and the EEG consist of mixtures of variety of patterns and phenomena accruing at different patterns and different time points during each recording. Some occur over very short time intervals, others last longer and some repeat periodically. Another characteristic of these signals is the presence of a high leveled noise, both systematic and unsystematic.