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A multimenu system based on the P300 component as a time saving procedure for communication with a brain-computer interface
JARMOLOWSKA, JOANNA
•
TURCONI, MARCELLO MARIA
•
BUSAN, PIERPAOLO
altro
BATTAGLINI, PIERO PAOLO
2013
journal article
Periodico
FRONTIERS IN NEUROSCIENCE
Abstract
ThepresentstudyinvestigatesaBrain-ComputerInterface(BCI)spellingprocedurebasedontheP300evokedpotential.Itusesasmallmatrixofwordsarrangedinatree-shapedorganization(“multimenu”),andallowstheusertobuildphrasesonewordatatime,insteadofletterbyletter.Experimentswereperformedintwosessionsonagroupofsevenhealthyvolunteers.Intheformer,the“multimenu”wastestedwithatotalof60choices:30“externally-imposed”selectionsand30“free-choice”selections.Inthelatter,3×3matriceswerecomparedwith6×6matrices.Eachmatrixwascomposedoflettersorwords,foratotaloffourmatrices.Differencesinclassifieraccuracy,bitrateandamplitudeoftheevokedP300wereevaluated.Averageaccuracyinallsubjectswas87%withnodifferencesbetweentheselectionmethods.The3×3“multimenu”obtainedthesamelevelofclassifieraccuracyasthe6×6matrices,evenwithasignificantlyloweramplitudeoftheP300.Bitratewasincreasedwhenusingthe3×3matricescomparedtothe6×6ones.The“multimenu”systemwasequallyeffective,butfasterthanconventional,letter-basedmatrices.Byimprovingthespeedofcommunication,thismethodcanbeofhelptopatientswithseveredifficultiesincommunication.
DOI
10.3389/fnins.2013.00039
WOS
WOS:000346567300039
SCOPUS
2-s2.0-84878958309
Archivio
http://hdl.handle.net/11368/2665725
Diritti
metadata only access
Soggetti
brain computer interf...
spelling
EEG
Scopus© citazioni
5
Data di acquisizione
Jun 14, 2022
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Web of Science© citazioni
7
Data di acquisizione
Mar 26, 2024
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