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Reconstructing EOG From EEG Timeseries: A Spatial Filtering Approach

Fotis P. Kalaganis,Manuel Seet,Kostas Georgiadis,Vangelis P. Oikonomou,Nikos A. Laskaris,Spiros Nikolopoulos, Ioannis Kompatsiaris,Maria Panou,Andrei Dragomir,Anastasios Bezerianos

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)（2021）

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Abstract
Unobtrusive mental state monitoring based on neurosphysiological signals has seen thriving developments over the past decade, with a wide area of applications, from rehabilitation to neuroergonomics and neuromarketing. Particularly, electroencephalography (EEG) and electrooculography (EOG) have been popular techniques to obtain cognitive-relevant biosignals. However, current wearable systems may s...
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Key words
Electrooculography,Filtering,Pipelines,Training data,Spatial filters,Electroencephalography,Reliability
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