Decision level Fusion of EEG and fNIRS dose not always give a good result, maybe for BCI applications as what Fazly has done (2012) its okay but for other applications it dose not work well. Is there any mathematical model you think it will work well for fusion the of EEG and fNIRS?.
Hi, we will think analyse the factibility to apply the fNIRS to spinal cord and brain of the human being and the comparate these to EEG and qEEG.
There are quite new methods from our lab (Machine Learning Department, TU Berlin) that approach the extraction of Information on an early source Separation Level:
For more info see Dähne et al 2015 (Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data)
and Dähne et al 2013 (Integration of Multivariate Data Streams With Bandpower Signals)
Best
Alex
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