2013 Fiscal Year Final Research Report
Development of Brain Lifelog System
| Project/Area Number |
23650062
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| Research Category |
Grant-in-Aid for Challenging Exploratory Research
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| Allocation Type | Multi-year Fund |
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| Research Field |
Media informatics/Database
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| Research Institution | Toyama Prefectural University |
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Principal Investigator |
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| Project Period (FY) |
2011 – 2013
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| Keywords | ウェアラブル機器 / ブレインマシンインタフェース |
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| Research Abstract |
We investigated the deterioration of ElectroEncephaloGraphic (EEG) signals in outdoor environment towards the realization of wearable Brain-Machine Interface (BMI). The event related potentials (ERP) induced by the auditory stimuli was recorded during exercises in outdoor. We focused on several conditions of exercise in outdoor; standing and self-paced walking, and also a condition of sitting in indoor environment. By using the oddball paradigm, the ERP waveforms were successfully observed in outdoor conditions. For our purpose, we studied the pattern recognitions to perform the binary classifications in order to know the ERP occurrence. As the result, the classification performance was found to be 95.4, 96.3, and 87.3% in sitting, standing, and walking conditions, respectively. Toward the brain lifelog system, the image processing software was preliminary developed to record the information of environment around the user.
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Research Products
(4 results)
