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Ervin Sejdic

2 accepted papers

2019

Bhattacharyya Distance-based Transfer Learning for a Hybrid EEG-FTCD Brain-computer Interface

ICASSP 2019accepted

In this paper, we introduce a transfer learning approach for our novel hybrid brain-computer interface in which electroencephalography and functional transcranial Doppler ultrasound are used simultaneously to record brain electrical activity and cerebral blood velocity respectively due to flickering…

Cited by 0SourceScholar
2017

Transfer learning for EEG based BCI using LEARN++.NSE and mutual information

ICASSP 2017accepted

In this paper, the use of mutual information and the Learn++.NSE algorithm is proposed to create an EEG SSVEP BCI system that can select and utilize data sets originating from a group of users. In typical BCI systems, the nonstationarity in the EEG prevents the system from blindly applying training…

Cited by 0SourceScholar