کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
377604 658802 2015 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Brain-controlled applications using dynamic P300 speller matrices
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Brain-controlled applications using dynamic P300 speller matrices
چکیده انگلیسی


• Control of web-browser and multimedia player with BCI.
• Dynamic matrices enable control with high speeds.
• Evaluation with healthy participants and end-users.

ObjectivesAccess to the world wide web and multimedia content is an important aspect of life. We present a web browser and a multimedia user interface adapted for control with a brain-computer interface (BCI) which can be used by severely motor impaired persons.MethodsThe web browser dynamically determines the most efficient P300 BCI matrix size to select the links on the current website. This enables control of the web browser with fewer commands and smaller matrices. The multimedia player was based on an existing software. Both applications were evaluated with a sample of ten healthy participants and three end-users. All participants used a visual P300 BCI with face-stimuli for control.ResultsThe healthy participants completed the multimedia player task with 90% accuracy and the web browsing task with 85% accuracy. The end-users completed the tasks with 62% and 58% accuracy. All healthy participants and two out of three end-users reported that they felt to be in control of the system.ConclusionsIn this study we presented a multimedia application and an efficient web browser implemented for control with a BCI.SignificanceBoth applications provide access to important areas of modern information retrieval and entertainment.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Artificial Intelligence in Medicine - Volume 63, Issue 1, January 2015, Pages 7–17
نویسندگان
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