Single trial ERP analysis

Proposal details

Title: Single trial ERP analysis
Research Area(s): Brain Modeling
Background: Single trial ERP analysis method has been developed to extend traditional method of averaging.(Melkonian D., Gordon E., and Bahramali H. 2001. Single-event-related potential analysis by means of fragmentary decomposition. Biol. Cybern. 85, 219-229).
Aims: Development of algorithms and software to extract additional diagnostic information from single trial records of event related potentials.
Method: Short time spectral decompositions of single trial ERP components and combined frequency and time domain identification technique is applied to the time series of relevant EEG segments.