腦肌智能研究室
EEG-EMG Intelligence Lab

研究項目與成果
Research topics and achievements
研究成果
如何記錄腦波?
Here we will show you how to use an electroencephalograph easily. You'll learn how to properly wear the instrument, set up the device, and interpret brainwave data. Whether you are a novice or an experienced user, this video will provide clear steps and practical tips to fully master the use of an electroencephalograph.
仿生機械手臂
Amputation is usually due to congenital defects, disease or injury. According to the Health Insurance Bureau of Taiwan, eight thousand amputation pieces have been done till 2003. Thus, a precise prosthetic is necessary. This research used the human body EEG to control bionic hand based on non-invasive electrodes for measuring brain motor area EEG, signal amplification and filter (hardware) and LabVIEW (software) for analyzing expectation movement state. Our results show that beta ERS characteristic wave could effectively interpret the action state and successfully self-control bionic hand in grasping movements.
VR睫狀肌訓練
With the rise in technology use, prolonged screen exposure can weaken ciliary muscles and cause extraocular muscle fatigue, leading to vision deterioration. This study developed a VR-based visual training system featuring immersive and interactive games to address these issues.
3D列印外骨骼輔具
This study developed a customized wearable hand rehabilitation device with a LabVIEW-based user interface to assist physiotherapists and patients. It provides two-stage rehabilitation for hand disabilities, video tutorials, and motion recording for review.
大專生歷年研究題目
屆數
姓名
題目
108
陳品禎
基於遷移學習建置預測癲癇發作系統:心電與腦電
🏆 榮獲111大專生研究創作獎
108
莊蕓绮
基於影像與肌電監控長時間工作坐姿
🎖️ 榮獲111國科會大專生計畫
108
劉雨達
腦電應用中可視化模型解析:回顧性研究
108
潘詠淳
利用虛擬實境進行職前恐高症評估與改善
107
江家禾
改善認知功能之虛擬實境平衡訓練系統之建置
107
宋庭萱
基於機器學習之手遊成癮腦電辨識系統
107
王智弘
應用卷積神經網絡於簽名與腦波之雙重身份辨識系統
碩士生歷年研究題目
屆數
姓名
題目
111
廖健崴
基於電磁驅動模組化穿戴裝置—應用於中風復健與手部顫抖抑制
111
徐欣汝
融合遷移學習模型與生理訊號回饋之多媒體系統以應用於焦慮緩解實驗