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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…

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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 0Source ↗Scholar ↗