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Abdelkader Nasreddine Belkacem: “Decoding of Bilateral Hand Movements for real-time MEG-based Brain-Geminoid Interface”

 

2018年06月08日  Friday Lunch Seminar
12:15 〜 13:00

CiNet 1F Conference Room
“Decoding of Bilateral Hand Movements for real-time MEG-based Brain-Geminoid Interface”
Abdelkader Nasreddine Belkacem

大阪大学国際医工情報センター
臨床神経医工学寄付研究部門
特任助教
CiNet個人ページ

担当PI:平田 雅之

Abstract:

A brain machine interface (BMI) provides the possibility of controlling artificial arms for patients with severe motor dysfunction by only using their thoughts. However, most of researchers have been using only unilateral hand movements for decoding motor imagery which are not enough for daily-life applications. To provide multidimensional control, we describe the first reported decoding of bilateral hand movements by using single-trial magnetoencephalography (MEG) signals as a new approach to enhance a user’s ability to interact with a complex environment. In addition, bilateral movement requires multitask processing whose neural correlates remains unclear. In order to study the multitasking neural process, we analyzed and decoded in real-time the brain activity of four types of simultaneous bilateral hand movements using non-invasive measurement.

About CiNet's Friday Lunch Seminars:
The Friday Lunch Seminar is CiNet's main regular meeting series, held every week at 12:15 in the beautiful main lecture theatre on the ground floor at CiNet. The talks are typically 40mins long and orientated towards an inter-disciplinary audience. They are informal, social, and most people bring their own lunch to eat during the talk. They are open to anyone who is feeling curious and wants to come, regardless of where you work.