1. A method for classifying at least one state of a subject, comprising: receiving physiological data for the subject; extracting one or more patterns of features from the physiological data; and using a computing arrangement, classifying the at least one state of the subject using a spatial structure and a temporal structure of the one or more patterns of features, wherein at least one of the at least one state is an ictal state.