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Neurophysiology is a branch of physiology and neuroscience that is concerned with the study of the functioning of the nervous system. Neurophysiological time series are signal shaped time series which are governed from different processes that are related to nervous system. The most important neurophysiological time series which is directly related to the activity of the nervous system is the EEG signal. Besides EEG time series there are some other neurophysiological signals which are indirectly related to the activity of the nervous system. For instance, the respiratory signal is another type of neurophysiological time series which is governed from the process of the nervous system. In fact, ventilation occurs under the control of the autonomic nervous system from the medulla oblongata and the pons in the brainstem. These areas of the brain form the respiration regulatory center, a series of interconnected brain cells within the lower and middle brain stem which coordinate respiratory movements. We can call other types of neurophysiological time series such as fixational eye movements time series, etc.

Fractal Based Analysis, Modeling and Prediction of Neurophysiological Time Series