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
110
紀力升、莊捷鈞
利用YOLO V7和Document AI的智能藥物檢查與服藥提醒系統
109
簡宜婕
自動化疼痛腦波偵測與舒緩系統
🎖️ 榮獲112國科會大專生計畫
109
郭凡寧
基於遷移學習之跨病症腦波研究-應用於憂鬱症與帕金森氏症
109
蔡尚霖
基於腦電評估虛擬實境遊戲對於密集恐懼症之改善
109
吳品萱
建立智能藥品管理及處方分藥檢查之雙功能系統
108
黃 玟臻
跨域遷移式學習CNN應用於睡眠分期:腦電和心率
108
楊鈴萱
基於CNN-LSTM建置唇語辨識系統
🎖️ 榮獲111國科會大專生計畫
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