FIR + ICA 正常人單一受試者 Alpha 腦拓圖 統計檢定

此版使用 FIR+ICA 後分割資料,腦拓圖以 Welch PSD 估計 8-13 Hz power,baseline 為 -1.5 到 -0.5 秒,作圖使用全部有效 trial 的 10% trimmed mean。再以 trial-level 資料做統計檢定,未通過 FDR 的通道設為 0。

10
受試者圖數
ICA
ICLabel 自動排除非腦波成分
All valid
每條件使用全部有效 trial
Welch
PSD 估計方法,8-13 Hz
FDR .05
每個時間窗內 32 通道校正

統計方法

left/right/rest 對 0 dB 使用 one-sample t-test;Left - Right 使用 Welch two-sample t-test。每個時間窗內對 32 通道做 Benjamini-Hochberg FDR 校正,alpha=0.05;未通過的通道值設為 0。

輸出檔:subject_trial_stats.csvused_trials_by_subject.csvtopomap_fir_ica_stats_summary.json

sub1

sub1 - 30y male (Lofan)_fir_ica_split.npz;ICA 排除 5 個成分:[4, 5, 7, 8, 15]

sub1 FIR ICA statistical alpha topomap

sub10

sub10 - 20y male (李耀凱)_fir_ica_split.npz;ICA 排除 5 個成分:[0, 5, 6, 7, 14]

sub10 FIR ICA statistical alpha topomap

sub11

sub11 - 25y female (游郁慈)_fir_ica_split.npz;ICA 排除 4 個成分:[0, 1, 6, 7]

sub11 FIR ICA statistical alpha topomap

sub12

sub12 - 24y male (林子競)_fir_ica_split.npz;ICA 排除 8 個成分:[0, 2, 3, 5, 6, 7, 9, 13]

sub12 FIR ICA statistical alpha topomap

sub13

sub13 - 22y female (陳姿穎)_fir_ica_split.npz;ICA 排除 3 個成分:[1, 4, 10]

sub13 FIR ICA statistical alpha topomap

sub14

sub14 - 20y female (鍾沂蓁)_fir_ica_split.npz;ICA 排除 3 個成分:[1, 2, 6]

sub14 FIR ICA statistical alpha topomap

sub15

sub15 - 20y female (呂佳蓁)_fir_ica_split.npz;ICA 排除 6 個成分:[0, 1, 2, 3, 12, 13]

sub15 FIR ICA statistical alpha topomap

sub2

sub2 - 29y male (Sean)_fir_ica_split.npz;ICA 排除 4 個成分:[0, 1, 5, 10]

sub2 FIR ICA statistical alpha topomap

sub3

sub3 - 29y female (Janice)_fir_ica_split.npz;ICA 排除 3 個成分:[0, 2, 4]

sub3 FIR ICA statistical alpha topomap

sub9

sub9 - 23y female (潘俐伃)_fir_ica_split.npz;ICA 排除 5 個成分:[0, 1, 2, 6, 8]

sub9 FIR ICA statistical alpha topomap