專題報告10/29
rTMS
資料
- MDD first eyeclose.fif
資料處理
SSS
Resample 512Hz
Filter 100Hz
Crop 2 sec Overlap 1 sec
Hanning window
資料處理
| Train | Val | |
|---|---|---|
| MDD | 17 | 8 |
| NC | 17 | 8 |
訓練函數
- Normalize
- EEG Net
- Binary Cross Entropy
- Adam
- Learning Rate = 1e-4
- Batch Size = 100 sample
EEG Net
- Kernel 0: (1,64)
- Kernel 1:(317,1)
- Pool (4)
- Kernel 2:(1,16)
- Kernel 3:(1,1)
- Pool (4)
待完成
- 標記rTMS的Label