專題報告12/3
MDD/NC
資料
| Train/Val | Test | |
| MDD | 24 | 5 |
| NC | 20 | 5 |
資料處理
- Training: Add Noise * 2
- SSS
- Resample 256 Hz
- Filter 2-30 Hz
- Crop 4 sec Overlap 3 sec
- Hanning Window
訓練函數
- Normalize
- EEG Net
- Binary Cross Entropy
- Adam
- Learning Rate = 1e-4
- 10 Epochs
EEG Net
- Kernel 0: (1,64)
- Kernel 1:(306,1)
- Pool (4)
- Kernel 2:(1,16)
- Kernel 3:(1,1)
- Pool (8)
結果
- Testing: 59\(\rightarrow\)71%
- Training: 73%
- Validation: 85%
rTMS預測
新加坡
To Do
- Abstract
- Poster
- 1 min Video
- 10 min Presentation
問題們
- Validation
- 何處找論文？
- 何處學英文？
- 用什麼打報告、做海報、製圖？
- 用英文報告？
- Abstract不引用？
專題報告12/3
By willy62830
