A Tutorial Review of Electrical Neuroimaging From Group-Average to Single-Trial Event-Related Potentials
This tutorial review details some of the recent advances in signal analyses applied to event-related potential (ERP) data. These "electrical neuroimaging" analyses provide reference-independent measurements of response strength and response topography that circumvent statistical and interp...
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| Published in | Developmental neuropsychology Vol. 37; no. 6; pp. 518 - 544 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
England
Taylor & Francis Group
01.08.2012
Psychology Press |
| Subjects | |
| Online Access | Get full text |
| ISSN | 8756-5641 1532-6942 1532-6942 |
| DOI | 10.1080/87565641.2011.636851 |
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| Abstract | This tutorial review details some of the recent advances in signal analyses applied to event-related potential (ERP) data. These "electrical neuroimaging" analyses provide reference-independent measurements of response strength and response topography that circumvent statistical and interpretational caveats of canonical ERP analysis methods while also taking advantage of the greater information provided by high-density electrode montages. Electrical neuroimaging can be applied across scales ranging from group-averaged ERPs to single-subject and single-trial datasets. We illustrate these methods with a tutorial dataset and place particular emphasis on their suitability for studies of clinical and/or developmental populations. |
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| AbstractList | This tutorial review details some of the recent advances in signal analyses applied to event-related potential (ERP) data. These "electrical neuroimaging" analyses provide reference-independent measurements of response strength and response topography that circumvent statistical and interpretational caveats of canonical ERP analysis methods while also taking advantage of the greater information provided by high-density electrode montages. Electrical neuroimaging can be applied across scales ranging from group-averaged ERPs to single-subject and single-trial datasets. We illustrate these methods with a tutorial dataset and place particular emphasis on their suitability for studies of clinical and/or developmental populations. This tutorial review details some of the recent advances in signal analyses applied to event-related potential (ERP) data. These "electrical neuroimaging" analyses provide reference-independent measurements of response strength and response topography that circumvent statistical and interpretational caveats of canonical ERP analysis methods while also taking advantage of the greater information provided by high-density electrode montages. Electrical neuroimaging can be applied across scales ranging from group-averaged ERPs to single-subject and single-trial datasets. We illustrate these methods with a tutorial dataset and place particular emphasis on their suitability for studies of clinical and/or developmental populations. [PUBLICATION ABSTRACT] This tutorial review details some of the recent advances in signal analyses applied to event-related potential (ERP) data. These "electrical neuroimaging" analyses provide reference-independent measurements of response strength and response topography that circumvent statistical and interpretational caveats of canonical ERP analysis methods while also taking advantage of the greater information provided by high-density electrode montages. Electrical neuroimaging can be applied across scales ranging from group-averaged ERPs to single-subject and single-trial datasets. We illustrate these methods with a tutorial dataset and place particular emphasis on their suitability for studies of clinical and/or developmental populations.This tutorial review details some of the recent advances in signal analyses applied to event-related potential (ERP) data. These "electrical neuroimaging" analyses provide reference-independent measurements of response strength and response topography that circumvent statistical and interpretational caveats of canonical ERP analysis methods while also taking advantage of the greater information provided by high-density electrode montages. Electrical neuroimaging can be applied across scales ranging from group-averaged ERPs to single-subject and single-trial datasets. We illustrate these methods with a tutorial dataset and place particular emphasis on their suitability for studies of clinical and/or developmental populations. |
| Author | Michel, Christoph M. Tzovara, Athina De Lucia, Marzia Murray, Micah M. |
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| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/22889343$$D View this record in MEDLINE/PubMed |
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| SubjectTerms | Brain Brain - physiology Brain Mapping - methods Cluster Analysis Electrodes Electroencephalography - methods Evoked Potentials - physiology Humans Medical imaging Models, Neurological Neuroimaging - methods Topography |
| Title | A Tutorial Review of Electrical Neuroimaging From Group-Average to Single-Trial Event-Related Potentials |
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