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P300 wave detection using Emotiv EPOC+ headset: effects of matrix size, flash duration, and colors

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dc.contributor.authorAlzahrani, Saleh Ibrahim, author
dc.contributor.authorAnderson, Charles W., advisor
dc.contributor.authorVigh, Jozsef, committee member
dc.contributor.authorGavin, William, committee member
dc.date.accessioned2017-01-04T22:59:24Z
dc.date.available2017-01-04T22:59:24Z
dc.date.issued2016
dc.description.abstractBrain-computer interfaces (BCIs) allow interactions between human beings and comput- ers without using voluntary muscle. Enormous research effort has been employed in the last few decades to design convenient and user-friendly interfaces. The aim of this study is to provide the people with severe neuromuscular disorders a new augmentative communication technology so that they can express their wishes and communicate with others. The research investigates the capability of Emotiv EPOC+ headset to capture and record one of the BCIs signals called P300 that is used in several applications such as the P300 speller. The P300 speller is a BCI system used to enable severely disabled people to spell words and convey their thoughts without any physical effort. In this thesis, the effects of matrix size, flash duration, and colors were studied. Data are collected from five healthy subjects in their home environments. Different programs are used in this experiment such as OpenViBE platform and MATLAB to pre-process and classify the EEG data. Moreover, the Linear Discriminate Analysis (LDA) classification algorithm is used to classify the data into target and non-target samples.
dc.format.mediumborn digital
dc.format.mediummasters theses
dc.identifierAlzahrani_colostate_0053N_14002.pdf
dc.identifier.urihttp://hdl.handle.net/10217/178958
dc.languageEnglish
dc.language.isoeng
dc.publisherColorado State University. Libraries
dc.relation.ispartof2000-2019
dc.rightsCopyright and other restrictions may apply. User is responsible for compliance with all applicable laws. For information about copyright law, please see https://libguides.colostate.edu/copyright.
dc.subjectP300
dc.subjectEmotiv EPOC+
dc.subjectBCI
dc.subject.lcshEEG
dc.titleP300 wave detection using Emotiv EPOC+ headset: effects of matrix size, flash duration, and colors
dc.typeText
dcterms.rights.dplaThis Item is protected by copyright and/or related rights (https://rightsstatements.org/vocab/InC/1.0/). You are free to use this Item in any way that is permitted by the copyright and related rights legislation that applies to your use. For other uses you need to obtain permission from the rights-holder(s).
thesis.degree.disciplineBioengineering
thesis.degree.grantorColorado State University
thesis.degree.levelMasters
thesis.degree.nameMaster of Science (M.S.)

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