کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4343607 1615119 2014 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A noninvasive brain computer interface using visually-induced near-infrared spectroscopy responses
ترجمه فارسی عنوان
یک رابط کامپیوتری مغز غیر تهاجمی با استفاده از پاسخهای اسپکتروسکوپی نزدیک به مادون قرمز ناشی از بصری
کلمات کلیدی
نزدیک به طیف سنجی مادون قرمز، رابط کامپیوتر مغز، پاسخ بصری، پاسخ هومودینامیکی، دنباله سوسو زدن
موضوعات مرتبط
علوم زیستی و بیوفناوری علم عصب شناسی علوم اعصاب (عمومی)
چکیده انگلیسی


• We utilized visually-induced NIRS signals to design BCI.
• A method for mutual independencies among different visual stimuli was developed.
• User's gazed target can be discerned though a simple averaging process.
• The proposed NIRS-based BCI achieved detection accuracy higher than 90%.

Visually-induced near-infrared spectroscopy (NIRS) response was utilized to design a brain computer interface (BCI) system. Four circular checkerboards driven by distinct flickering sequences were displayed on a LCD screen as visual stimuli to induce subjects’ NIRS responses. Each flickering sequence was a concatenated sequence of alternative flickering segments and resting segments. The flickering segment was designed with fixed duration of 3 s whereas the resting segment was chosen randomly within 15–20 s to create the mutual independencies among different flickering sequences. Six subjects were recruited in this study and subjects were requested to gaze at the four visual stimuli one-after-one in a random order. Since visual responses in human brain are time-locked to the onsets of visual stimuli and the flicker sequences of distinct visual stimuli were designed mutually independent, the NIRS responses induced by user's gazed targets can be discerned from non-gazed targets by applying a simple averaging process. The accuracies for the six subjects were higher than 90% after 10 or more epochs being averaged.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neuroscience Letters - Volume 580, 19 September 2014, Pages 22–26
نویسندگان
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