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Chunk #267 — 3 Inverse solutions — 3.2 Parametric methods — 3.2.6 Computational intelligence algorithms — Neural networks

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Review on solving the inverse problem in EEG source analysis.
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The main advantage of neural network approaches [57] is that once trained, no further iterative process is required. In addition, although iterative methods are shown to be better in noise free environments, ANN performs best in environments with low signal to noise ratio [58]. Therefore ANNs seem to be more noise robust. In any case, many research works [59-67] claim a localization error in ANN methods of less than 5%.