Article

Analyses of Subsample Averaging of Single Trials for Event-Related Potential Classification

2023-07-17

Abstract excerpt

Event-related potentials (ERPs) are estimated by averaging time-locked single trial electroencephalography (EEG) signals in response to specific events or stimuli. Classifying ERPs accurately is a challenge because (a) single trials have poor signal-to-noise-ratios (SNRs) and (b) it is difficult to collect large single trial ensembles to generate high SNR ERPs for classifier training and testing. The m-subsample a...

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Literature Corpus work: 9a154026-5d9a-5719-a7cc-e3330eebb8e1
DOI: 10.20944/preprints202307.1022.v1

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