Supplementary Table 4.


Results of the temporal generalization analyses, trained on the familiar - remembered object dataset

A) trained on FA familiar and novel objects, tested on personally familiar and unfamiliar faces



left anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 140 to 630 ms 190 to 990 ms 0.0011 ** 1.2923 positive
#2 1070 to 1290 ms 210 to 990 ms 0.0148 * 1.0452 positive

right anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#2 1100 to 1290 ms 200 to 990 ms 0.0221 * 1.8181 positive
#3 -60 to 70 ms 210 to 990 ms 0.041 * -1.3814 negative
#1 170 to 690 ms 210 to 990 ms 0.0016 ** 1.229 positive

left central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 70 to 1070 ms 190 to 990 ms 0.0001 *** 2.1269 positive
#2 1110 to 1290 ms 200 to 990 ms 0.0152 * 2.0557 positive

right central

train times test times cluster p cluster p-star peak Cohen's d direction
#2 -40 to 60 ms 200 to 990 ms 0.0479 * -1.3535 negative
#1 140 to 950 ms 190 to 990 ms 0.0001 *** 2.8085 positive

left posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 130 to 860 ms 150 to 990 ms 0.0001 *** 1.9133 positive
#2 1080 to 1290 ms 180 to 990 ms 0.024 * 1.5747 positive

right posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 60 to 860 ms 200 to 990 ms 0.0003 *** 1.3801 positive
#2 1130 to 1290 ms 210 to 990 ms 0.0404 * 1.8095 positive

all electrodes

train times test times cluster p cluster p-star peak Cohen's d direction
#1 50 to 130 ms 220 to 990 ms 0.0455 * 1.7753 positive
#2 150 to 950 ms 170 to 990 ms 0.0002 *** 1.5126 positive
#3 1120 to 1290 ms 180 to 990 ms 0.0074 ** 1.834 positive

B) trained on FA remembered and novel objects, tested on personally familiar and unfamiliar faces



left anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#2 -10 to 170 ms 220 to 990 ms 0.0044 ** -1.5554 negative
#1 530 to 880 ms 200 to 630 ms 0.0046 ** 1.2037 positive

right anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#2 460 to 1290 ms 180 to 990 ms 0.0001 *** 1.817 positive
#3 -40 to 100 ms 160 to 990 ms 0.0411 * -1.5011 negative
#1 170 to 330 ms 190 to 990 ms 0.0397 * 1.3271 positive

left central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 -80 to 20 ms 200 to 990 ms 0.0327 * 1.9436 positive
#2 150 to 1020 ms 190 to 990 ms 0.0001 *** 2.2087 positive
#3 1190 to 1290 ms 360 to 960 ms 0.0469 * -1.4507 negative

right central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 160 to 1020 ms 180 to 990 ms 0.0001 *** 2.216 positive

left posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 -70 to 0 ms 220 to 990 ms 0.049 * 0.7593 positive
#2 50 to 90 ms 180 to 990 ms 0.025 * 1.9388 positive
#4 620 to 810 ms 200 to 990 ms 0.0009 *** 1.8038 positive
#5 110 to 160 ms 280 to 990 ms 0.0304 * -1.3438 negative
#3 490 to 600 ms 220 to 990 ms 0.0105 * 1.3569 positive
#6 1110 to 1290 ms 240 to 990 ms 0.0082 ** -1.5147 negative

right posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 170 to 880 ms 200 to 990 ms 0.0001 *** 2.523 positive

all electrodes

train times test times cluster p cluster p-star peak Cohen's d direction
#3 100 to 150 ms 210 to 990 ms 0.0399 * -1.5818 negative
#1 170 to 1100 ms 190 to 990 ms 0.0001 *** 2.3532 positive
#2 -10 to 60 ms 210 to 980 ms 0.0443 * -0.9062 negative

C) trained on forgotten vs. novel objects, tested on personally familiar and unfamiliar faces



left anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 -70 to 100 ms 220 to 870 ms 0.045 * -1.2241 negative
#2 1030 to 1200 ms 320 to 990 ms 0.034 * -1.808 negative

right anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 450 to 600 ms 360 to 990 ms 0.0491 * 0.9455 positive

left central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 180 to 870 ms 190 to 990 ms 0.0001 *** 2.2515 positive

right central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 160 to 240 ms 210 to 990 ms 0.0452 * 1.6701 positive
#2 270 to 780 ms 190 to 990 ms 0.0001 *** 2.2984 positive

left posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 270 to 690 ms 180 to 990 ms 0.0001 *** 1.5974 positive
#2 840 to 1010 ms 220 to 990 ms 0.0363 * -1.2249 negative

right posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 180 to 850 ms 190 to 990 ms 0.0001 *** 2.2611 positive
#2 1030 to 1190 ms 220 to 990 ms 0.0376 * -0.786 negative

all electrodes

train times test times cluster p cluster p-star peak Cohen's d direction
#1 260 to 860 ms 190 to 990 ms 0.0038 ** 1.0429 positive

D) trained on objects, incorrect answers with subjective labels, tested on personally familiar and unfamiliar faces



left anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 160 to 280 ms 220 to 990 ms 0.0182 * 1.1525 positive
#2 600 to 1140 ms 200 to 680 ms 0.0129 * -1.3456 negative

right anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#2 370 to 640 ms 280 to 950 ms 0.0032 ** 1.5441 positive
#3 -200 to -140 ms 220 to 990 ms 0.0395 * -1.0576 negative
#1 140 to 280 ms 210 to 990 ms 0.0063 ** 1.2441 positive
#4 610 to 1080 ms 200 to 990 ms 0.0016 ** -1.2422 negative

left central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 70 to 450 ms 200 to 780 ms 0.0031 ** 1.6184 positive
#2 460 to 870 ms 210 to 990 ms 0.0015 ** 1.9024 positive
#3 870 to 1020 ms 300 to 990 ms 0.0145 * -1.6262 negative

right central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 -170 to -100 ms 200 to 990 ms 0.0471 * 1.824 positive
#2 70 to 310 ms 190 to 990 ms 0.0113 * 2.418 positive
#3 340 to 890 ms 200 to 990 ms 0.0001 *** 2.2634 positive
#4 900 to 1000 ms 300 to 990 ms 0.0458 * -1.3571 negative

left posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 -70 to 800 ms 150 to 990 ms 0.0001 *** 1.8526 positive

right posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 60 to 690 ms 190 to 990 ms 0.0001 *** 1.8977 positive
#2 970 to 1130 ms 210 to 990 ms 0.037 * -1.5081 negative

all electrodes

train times test times cluster p cluster p-star peak Cohen's d direction
#1 60 to 290 ms 200 to 990 ms 0.0026 ** 1.8401 positive
#2 360 to 700 ms 210 to 990 ms 0.0058 ** 1.6888 positive
#3 1220 to 1290 ms 230 to 990 ms 0.0371 * 1.9323 positive

E) trained on familiar vs. remembered objects, tested on personally familiar faces



left anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 150 to 360 ms 200 to 820 ms 0.0473 * 1.3243 positive
#2 390 to 1260 ms 220 to 990 ms 0.0003 *** -1.0667 negative

right anterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 150 to 420 ms 200 to 990 ms 0.0111 * 1.4757 positive
#2 440 to 1150 ms 210 to 990 ms 0.0003 *** -1.334 negative

left central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 20 to 560 ms 170 to 990 ms 0.0001 *** 1.8795 positive
#3 1060 to 1290 ms 180 to 990 ms 0.0023 ** 1.7307 positive
#4 530 to 820 ms 370 to 870 ms 0.0146 * -1.7715 negative
#2 850 to 1040 ms 200 to 870 ms 0.0402 * 1.358 positive

right central

train times test times cluster p cluster p-star peak Cohen's d direction
#1 20 to 530 ms 180 to 990 ms 0.0001 *** 1.9626 positive
#3 510 to 1060 ms 310 to 990 ms 0.0001 *** -1.591 negative
#2 1060 to 1290 ms 200 to 990 ms 0.0024 ** 1.8651 positive

left posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 -20 to 470 ms 170 to 820 ms 0.0035 ** 1.2627 positive
#3 480 to 910 ms 380 to 990 ms 0.0129 * -0.7435 negative
#2 1070 to 1290 ms 180 to 810 ms 0.0187 * 1.5544 positive

right posterior

train times test times cluster p cluster p-star peak Cohen's d direction
#1 170 to 470 ms 200 to 990 ms 0.0017 ** 1.4143 positive
#3 490 to 1120 ms 190 to 990 ms 0.0014 ** -1.1567 negative
#2 1220 to 1290 ms 200 to 990 ms 0.0363 * 1.8866 positive

all electrodes

train times test times cluster p cluster p-star peak Cohen's d direction
#1 -20 to 590 ms 150 to 990 ms 0.0013 ** 1.8963 positive
#2 500 to 910 ms 460 to 880 ms 0.0188 * -0.7634 negative