Automatic Identification and Removal of Ocular Artifacts in EEG—Improved Adaptive Predictor Filtering for Portable Applications
Citations
262 citations
217 citations
Cites background or methods from "Automatic Identification and Remova..."
...They are based on single-channel ICA [148], EMD [123,125] or wavelet decomposition [121,129,136]....
[...]
...The requirement of simple electrical montage (used in [121,126,136]) limits the use of procedures that require information from multiple channels....
[...]
...The latter has low computing cost and takes advantage of the fact that ocular artifacts are localized at low frequency bands [136]....
[...]
...Regarding the low quantity of studies that used portablewearable-wireless devices [121,136], it might be caused by the recent commercialization of these systems....
[...]
119 citations
110 citations
Cites background from "Automatic Identification and Remova..."
...Digital Object Identifier 10.1109/JBHI.2015.2450196 electrooculography (EOG) activities whose magnitude is usually much higher than that of EEG signals....
[...]
55 citations
References
1,888 citations
"Automatic Identification and Remova..." refers background or methods in this paper
...a soft threshold [13] to the three lowest level coefficients to...
[...]
...Based on the minimum risk value, we select the soft threshold as discussed in [13] and apply them to the node coef-...
[...]
1,060 citations
687 citations
Additional excerpts
...of non-stationary signals such as EEG [14]–[16]....
[...]
608 citations
"Automatic Identification and Remova..." refers methods in this paper
...Several methods have been tried to automatically identify the artifact zones, see [17]–[19]....
[...]
334 citations