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A Multi-Dimensional Functional Principal Components Analysis of EEG Data

The electroencephalography (EEG) data created in event-related potential (ERP) experiments have a complex high-dimensional structure. Each stimulus presentation, or trial, generates an ERP waveform which is an instance of functional data. The experiments are made up of sequences of multiple trials,...

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Dettagli Bibliografici
Pubblicato in:Biometrics
Autori principali: Hasenstab, Kyle, Scheffler, Aaron, Telesca, Donatello, Sugar, Catherine A., Jeste, Shafali, DiStefano, Charlotte, Şentürk, Damla
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2017
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5517364/
https://ncbi.nlm.nih.gov/pubmed/28072468
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12635
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