Non-Linear Models of Time Series and Applications to Analysis of EEG Signals

Over the last decade remarkable progress has been made in the non-linear modelling of discrete time series data. Bi-linear models, exponential autoregressive models, threshold models and others have been developed in order to gain a deeper understanding of the structure of real data.