正常人 Mu axial concentration 全通道條件腦拓圖

ASR10 + FIR 0.5-50 Hz + ICA 後切割資料;每位正常受試者分別畫左腳、右腳、Rest 與三種差值的 8-13 Hz axial concentration。

設定

Mu axial concentration:先對 0-2 秒資料做 8-13 Hz band-pass,再用 Hilbert phase 計算 |mean(exp(2j phase))|,最後對時間平均。這會把相差 180 度的雙峰 phase 視為同一個軸;有效 trial 沿用前面 band correlation 的 artifact filter。

色盤使用 jet。條件圖色階固定:0.000 到 0.200;差值圖色階固定:-0.040 到 0.040。

組平均

先把每位受試者各條件的 channel axial concentration 算出來,再跨受試者平均。

Group mean Mu axial concentration topomaps

C3/C4 跨受試者分布

每個點是一位正常受試者;大點與誤差棒為平均值 ± SEM。

左腳、右腳、Rest

C3 C4 condition jitter scatter plot

左腳-Rest、右腳-Rest、左腳-右腳

C3 C4 difference jitter scatter plot

六種資料平均值與標準差

資料C3 meanC3 SDC4 meanC4 SDC3-C4 meanC3-C4 SD
左腳0.11660.01000.11430.01260.00230.0158
右腳0.11240.00830.11630.0122-0.00390.0146
Rest0.11120.00960.11200.0096-0.00080.0144
左腳 - Rest0.00540.01370.00230.01460.00310.0222
右腳 - Rest0.00120.00780.00430.0101-0.00310.0112
左腳 - 右腳0.00420.0084-0.00200.02020.00620.0226

單一受試者 C3/C4 摘要

列出每位正常受試者左腳與右腳的 C3、C4,以及 C3-C4;最後一列為跨受試者 mean。

sub左腳 C3左腳 C4左腳 C3-C4右腳 C3右腳 C4右腳 C3-C4
sub10.12540.11360.01180.13130.10540.0259
sub100.11250.1390-0.02660.11530.11010.0052
sub110.12870.09480.03400.11520.1346-0.0194
sub120.11970.11740.00230.11630.1172-0.0008
sub130.12450.11630.00810.11530.1303-0.0149
sub140.09280.0994-0.00660.10470.1254-0.0206
sub150.11400.10770.00630.10750.10380.0037
sub20.11730.10990.00740.10650.10550.0010
sub30.11350.1205-0.00700.10220.1033-0.0011
sub90.11740.1244-0.00700.10960.1278-0.0182
mean0.11660.11430.00230.11240.1163-0.0039

C3/C4/Cz 跨受試者分布

只呈現左腳、右腳與 Rest;每個點是一位正常受試者,大點與誤差棒為平均值 ± SEM。

C3 C4 Cz condition jitter scatter plot

六種資料平均值與標準差

資料C3 meanC3 SDC4 meanC4 SDCz meanCz SDC3-C4 meanC3-C4 SDC3-Cz meanC3-Cz SDC4-Cz meanC4-Cz SD
左腳0.11660.01000.11430.01260.11510.00990.00230.01580.00140.0158-0.00080.0129
右腳0.11240.00830.11630.01220.10880.0152-0.00390.01460.00360.01890.00750.0113
Rest0.11120.00960.11200.00960.11380.0087-0.00080.0144-0.00260.0155-0.00180.0111
左腳 - Rest0.00540.01370.00230.01460.00130.00900.00310.02220.00410.01600.00100.0116
右腳 - Rest0.00120.00780.00430.0101-0.00500.0117-0.00310.01120.00620.01140.00930.0090
左腳 - 右腳0.00420.0084-0.00200.02020.00630.01820.00620.0226-0.00210.0190-0.00830.0132

單一受試者 C3/C4/Cz 摘要

列出每位正常受試者左腳、右腳與 Rest 的 C3、C4、Cz,以及 C3-C4、C3-Cz、C4-Cz;最後一列為跨受試者 mean。

sub左腳 C3左腳 C4左腳 Cz左腳 C3-C4左腳 C3-Cz左腳 C4-Cz右腳 C3右腳 C4右腳 Cz右腳 C3-C4右腳 C3-Cz右腳 C4-CzRest C3Rest C4Rest CzRest C3-C4Rest C3-CzRest C4-Cz
sub10.12540.11360.10450.01180.02080.00910.13130.10540.09620.02590.03510.00920.13010.11200.09630.01820.03380.0157
sub100.11250.13900.1191-0.0266-0.00660.02000.11530.11010.09430.00520.02090.01580.12070.11020.11280.01050.0079-0.0026
sub110.12870.09480.10080.03400.0279-0.00600.11520.13460.1138-0.01940.00140.02080.11360.12160.1157-0.0079-0.00200.0059
sub120.11970.11740.11660.00230.00310.00080.11630.11720.0977-0.00080.01870.01950.11070.10880.11320.0020-0.0025-0.0044
sub130.12450.11630.11270.00810.01180.00370.11530.13030.1333-0.0149-0.0180-0.00310.09640.11220.1155-0.0158-0.0190-0.0032
sub140.09280.09940.1143-0.0066-0.0215-0.01490.10470.12540.1337-0.0206-0.0290-0.00840.11220.10490.12460.0073-0.0124-0.0197
sub150.11400.10770.11670.0063-0.0027-0.00900.10750.10380.11330.0037-0.0057-0.00950.11500.10270.11690.0122-0.0019-0.0142
sub20.11730.10990.13110.0074-0.0137-0.02110.10650.10550.10220.00100.00440.00340.10480.10390.11460.0009-0.0098-0.0107
sub30.11350.12050.1061-0.00700.00740.01440.10220.10330.0924-0.00110.00980.01090.10330.10880.1035-0.0055-0.00020.0053
sub90.11740.12440.1296-0.0070-0.0121-0.00510.10960.12780.1113-0.0182-0.00170.01650.10500.13480.1252-0.0299-0.02030.0096
mean0.11660.11430.11510.00230.0014-0.00080.11240.11630.1088-0.00390.00360.00750.11120.11200.1138-0.0008-0.0026-0.0018

單一受試者 C3/C4 Phase Angle Distribution

每個點是一個有效 trial;每個 trial 先在 0-2 秒內取 8-13 Hz Hilbert phase 的 circular mean。大點與誤差棒為跨 trial circular mean ± circular SEM。

sub1

sub1 - 30y male (Lofan)

有效 trial / 全部 trial:左腳: 99/100 / 右腳: 103/103 / Rest: 100/100

sub1 C3 C4 Mu phase angle distribution

sub10

sub10 - 20y male (李耀凱)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/100 / Rest: 101/101

sub10 C3 C4 Mu phase angle distribution

sub11

sub11 - 25y female (游郁慈)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/100 / Rest: 100/100

sub11 C3 C4 Mu phase angle distribution

sub12

sub12 - 24y male (林子競)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 101/101 / Rest: 98/100

sub12 C3 C4 Mu phase angle distribution

sub13

sub13 - 22y female (陳姿穎)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 99/100 / Rest: 100/100

sub13 C3 C4 Mu phase angle distribution

sub14

sub14 - 20y female (鍾沂蓁)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/100 / Rest: 101/101

sub14 C3 C4 Mu phase angle distribution

sub15

sub15 - 20y female (呂佳蓁)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/101 / Rest: 100/100

sub15 C3 C4 Mu phase angle distribution

sub2

sub2 - 29y male (Sean)

有效 trial / 全部 trial:左腳: 102/102 / 右腳: 100/101 / Rest: 100/100

sub2 C3 C4 Mu phase angle distribution

sub3

sub3 - 29y female (Janice)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/100 / Rest: 100/100

sub3 C3 C4 Mu phase angle distribution

sub9

sub9 - 23y female (潘俐伃)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/101 / Rest: 100/100

sub9 C3 C4 Mu phase angle distribution

sub1

sub1 - 30y male (Lofan)

有效 trial / 全部 trial:左腳: 99/100 / 右腳: 103/103 / Rest: 100/100

sub1 Mu axial concentration topomaps

sub10

sub10 - 20y male (李耀凱)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/100 / Rest: 101/101

sub10 Mu axial concentration topomaps

sub11

sub11 - 25y female (游郁慈)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/100 / Rest: 100/100

sub11 Mu axial concentration topomaps

sub12

sub12 - 24y male (林子競)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 101/101 / Rest: 98/100

sub12 Mu axial concentration topomaps

sub13

sub13 - 22y female (陳姿穎)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 99/100 / Rest: 100/100

sub13 Mu axial concentration topomaps

sub14

sub14 - 20y female (鍾沂蓁)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/100 / Rest: 101/101

sub14 Mu axial concentration topomaps

sub15

sub15 - 20y female (呂佳蓁)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/101 / Rest: 100/100

sub15 Mu axial concentration topomaps

sub2

sub2 - 29y male (Sean)

有效 trial / 全部 trial:左腳: 102/102 / 右腳: 100/101 / Rest: 100/100

sub2 Mu axial concentration topomaps

sub3

sub3 - 29y female (Janice)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/100 / Rest: 100/100

sub3 Mu axial concentration topomaps

sub9

sub9 - 23y female (潘俐伃)

有效 trial / 全部 trial:左腳: 100/100 / 右腳: 100/101 / Rest: 100/100

sub9 Mu axial concentration topomaps