The shared and unique neural correlates of personal semantic, general semantic, and episodic memory

  1. Annick FN Tanguay  Is a corresponding author
  2. Daniela J Palombo
  3. Brittany Love
  4. Rafael Glikstein
  5. Patrick SR Davidson
  6. Louis Renoult  Is a corresponding author
  1. School of Psychology, University of Ottawa, Canada
  2. School of Psychology, University of East Anglia, United Kingdom
  3. Department of Psychology, University of British Columbia, Canada
11 figures, 10 tables and 1 additional file

Figures

Violin plots of (A) self-relevance ratings and (B) visual details ratings per condition.

Red points represent scores of individual participants (N = 106). A black line shows the median and red lines show the quartiles. *p < .05, ***p < .001.

Violin plots of the proportion of yes responses that were perceived as (A) nothing/vague, (B) an object, (C) a scene.

Red points represent scores of individual participants (N = 106). A black line shows the median and red lines show the quartiles. *p < .05, **p < .01, ***p < .001.

This non-rotated partial least squares (PLS) tested a linear contrast (−3, –1, 1, 3).

This latent variable (LV) shows regions associated with an increase in activity from general facts to autobiographical facts to repeated events to unique events. (a) Average brain score. Error bars are ±1 SE of bootstrap estimates. (c) Brain scores shown at each lag (i.e., each TR/1.2 s). Error bars are ±1 SE. (b and d) Brain scores with positive saliences shown in warm colors (increased activity from general facts to autobiographical facts to repeated events to unique events) and negative saliences shown in cold colors (decreased activity from general facts to autobiographical facts to repeated events to unique events). Brain scores are projected onto a surface from the Human Connectome Project (S1200; Van Essen et al., 2012) using Connectome Workbench (Marcus et al., 2011) in (b) and the MNI152NLin2009cAsym volume using FSLeyes (McCarthy, 2021), in (d). Bootstrap ratios are thresholded at ± 3, p < .001, cluster size ≥ 80 voxels. See Appendix 2—figure 1 for additional lags.

This non-rotated partial least squares (PLS) tested a contrast comparing general/autobiographical facts and repeated/unique events (−1, –1, 1, 1).

(a) Average brain score. Error bars are ±1 SE of bootstrap estimates. (c) Brain scores shown at each lag (i.e., each TR/1.2 s). Error bars are ±1 SE. (b and d) Brain scores with positive saliences shown in warm colors (increased activity for repeated/unique events relative to general/autobiographical) and negative saliences shown in cold colors (reduced activity for repeated/ unique events relative to general/autobiographical). Brain scores are projected onto a surface from the Human Connectome Project (S1200; Van Essen et al., 2012) using Connectome Workbench (Marcus et al., 2011) in (b) and the MNI152Nlin2009cAsym volume using FSLeyes (McCarthy, 2021) in (d). Bootstrap ratios are thresholded at ± 3, p < .001, cluster size ≥ 80 voxels. See Appendix 3—figure 1 for additional lags.

Percent BOLD signal change at MNI coordinates: (a) –27.5 –40 –10 (posterior division of the left parahippocampal gyrus), (b) –15.0 –62.5 22.5 (left precuneus cortex), (c) –57.5 –5 –12.5 (anterior division of the left middle temporal gyrus), (d) 2.5 55.0 –7.5 (right frontal pole), (e) –47.5 –70 5 (inferior division of the left lateral occipital cortex).

(a and c) were common peaks for the two contrasts (linear and facts vs. events). (b, d, and e) were peaks of the linear contrast, but facts vs. events had a peak at nearby location (i.e., –47.5 –70 2.5 to e). GF = general facts, AF = autobiographical facts; RE = repeated events; UE = unique events.

Task structure and durations.

Each of the seven runs included the four memory conditions (general facts, autobiographical facts, repeated events, unique events). Each memory block started with instructions, followed with the 10 trials for that memory condition. Each trial unfolded in this order: fixation cross (0.5 s), cue (2 s), sentence (4 s), response screen (3.5 s). We presented the odd/even task (range 0–12 s, M = 4.6 s, 1 number per 2 s) during the interstimulus interval.

Appendix 2—figure 1
Brain scores in orange and blue tones for the latent variable (LV) 1 of the non-rotated partial least squares (PLS) with the linear contrast between memory conditions overlayed on the default mode and medial temporal networks from Barnett et al., 2021 shown in white with black contour and projected onto a surface template from the Human Connectome Project (Van Essen et al., 2012) using Connectome Workbench (Marcus et al., 2011).
Appendix 3—figure 1
Brain scores for the latent variable (LV) 1 of the non-rotated partial least squares (PLS) with the facts vs. events contrast between memory conditions overlayed on the default mode and medial temporal networks from Barnett et al., 2021 shown in white with black contour and projected onto a surface template from the Human Connectome Project (Van Essen et al., 2012) using Connectome Workbench (Marcus et al., 2011).
Appendix 4—figure 1
This mean-centered partial least squares (PLS) included the control task in addition to the memory conditions.

The first significant latent variable (LV) identified activation that dissociated all memory conditions from the control task. (a) Average brain score. Error bars are ±1 SE of bootstrap estimates. (c) Brain scores shown at each lag (i.e., each TR/1.2 s). Error bars are ±1 SE. (b and d) Brain scores at lag 7 with positive saliences shown in warm colors (increased activity for the control task relative to memory conditions) and negative saliences shown in cold colors (increased activity for the memory conditions relative to the control task). Brain scores are projected onto a surface from the Human Connectome Project (S1200; Van Essen et al., 2012) using Connectome Workbench (Marcus et al., 2011) in (b) and the MNI152NLin2009cAsym volume using FSLeyes (McCarthy, 2021) in (d). Bootstrap ratios are thresholded at ± 3, p < .001, cluster size ≥ 80 voxels.

Appendix 4—figure 2
Brain scores for the latent variable (LV) 1 of the mean-centered partial least squares (PLS) that comprised the control task and the memory conditions overlayed on the default mode and medial temporal networks from Barnett et al., 2021 shown in white with black contour and projected onto a surface template from the Human Connectome Project (Van Essen et al., 2012) using Connectome Workbench (Marcus et al., 2011).
Appendix 5—figure 1
Proportion of yes responses relative to the total number of responses a participant made.

Red points represent scores of individual participants (N = 48). A black line shows the median and red lines show the quartiles. *p < .05, **p < .01, ***p < .001.

Tables

Table 1
t-test values for pairwise comparisons of memory types on self-relevance and visual details.
Comparisont(105)pgCI 95% of g
Self-relevance
 General facts vs. autobiographical facts−13.94< .001*−1.35[–1.61, –1.08]
 General facts vs. repeated events−12.23< .001*−1.18[–1.43, –0.93]
 General facts vs. unique events−14.90< .001*−1.44[–1.71, –1.17]
 Autobiographical facts vs. repeated events−0.61.541−0.06[–0.25, 0.13]
 Autobiographical facts vs. unique events−4.49< .001*−0.44[–0.63, –0.24]
 Repeated events vs. unique events−4.32< .001*−0.42[–0.62, –0.22]
Visual details
 General facts vs. autobiographical facts−5.14< .001*−0.50[–0.70, –0.30]
 General facts vs. repeated events−6.56< .001*−0.64[–0.84, –0.43]
 General facts vs. unique events−8.98< .001*−0.87[–1.09, –0.64]
 Autobiographical facts vs. repeated events−2.07.041*−0.20[–0.39, –0.01]
 Autobiographical facts vs. unique events−5.46< .001*−0.53[–0.73, –0.33]
 Repeated events vs. unique events−3.45< .001*−0.33[–0.53, –0.14]
  1. Note: *Significant after correction for multiple comparisons.

Table 2
t-test values for pairwise comparisons of memory types on the proportion of scenes.
Comparisont(105)pgCI 95% of g
General facts vs. autobiographical facts−2.34.021*−0.23[–0.42, –0.03]
General facts vs. repeated events−6.51< .001*−0.63[–0.84, –0.42]
General facts vs. unique events−7.98< .001*−0.77[–0.99, –0.56]
Autobiographical facts vs. repeated events−4.75< .001*−0.46[–0.66, –0.26]
Autobiographical facts vs. unique events−6.52< .001*−0.63[–0.84, –0.42]
Repeated events vs. unique events−1.28.204−0.12[–0.31, 0.07]
  1. Note: *Significant after correction for multiple comparisons.

Table 3
Peaks of clusters for the linear contrast at lag 7.
Bootstrap ratioCluster size (voxels)X (mm)Y (mm)Z (mm)Harvard-Oxford, probability atlas
Negative saliences
 −5.2136240.0−80.025.072.0% Right Lateral Occipital Cortex Superior Division
 −4.7618842.5−50.057.546.0% Right Superior Parietal Lobule; 20.0% Right Angular Gyrus
 −4.75103−47.5−70.05.084.0% Left Lateral Occipital Cortex inferior division
 −4.6110250.015.017.546.0% Right Inferior Frontal Gyrus pars opercularis
Positive saliences
 5.03113−5.030.037.563.0% Left Paracingulate Gyrus; 13.0% Left Superior Frontal Gyrus
 5.2911625.020.042.522.0% Right Middle Frontal Gyrus; 19.0% Right Superior Frontal Gyrus
 6.1094−57.5−5.0−12.537.0% Left Middle Temporal Gyrus Anterior Division; 23.0% Left Superior Temporal Gyrus Anterior Division; 9.0% Left Superior Temporal Gyrus Posterior Division
 6.12105−52.515.037.554.0% Left Middle Frontal Gyrus; 5.0% Left Inferior Frontal Gyrus pars opercularis
 6.24110−27.5−40.0−10.029.0% Left Parahippocampal Gyrus Posterior Division; 27.0% Left Lingual Gyrus; 8.0% Left Temporal Occipital Fusiform Cortex; 7.0% Left Temporal Fusiform Cortex Posterior Division
 6.25233−5.0−40.042.548.0% Left Cingulate Gyrus Posterior Division; 31.0% Left Precuneus Cortex
 6.6513745.0−75.037.568.0% Right Lateral Occipital Cortex Superior Division
 6.85401−20.030.042.551.0% Left Superior Frontal Gyrus; 8.0% Left Middle Frontal Gyrus
 7.196472.555.0−7.543.0% Right Frontal Pole; 28.0% Right Frontal Medial Cortex; 8.0% Right Paracingulate Gyrus
 8.87444−30.0−82.545.044.0% Left Lateral Occipital Cortex Superior Division
 10.361118−15.0−62.522.554.0% Left Precuneus Cortex; 12.0% Left Supracalcarine Cortex
  1. Note: Thresholded at bootstrap ratio at ± 3 (p < .001), minimal cluster size of 80 voxels, and a minimal distance of 10 voxels. Labels from the Harvard-Oxford (Desikan et al., 2006) atlas obtained using AtlasReader (Notter et al., 2019).

Table 4
Peaks of clusters for the facts vs. events contrast at lag 7.
Bootstrap ratioCluster size (voxels)X (mm)Y (mm)Z (mm)Harvard-Oxford, probability atlas
Negative saliences
 −5.9425142.545585.0% Right Frontal Pole
 −5.5917057.512.51555.0% Right Inferior Frontal Gyrus pars opercularis; 23.0% Right Precentral Gyrus
 −5.3046557.5−62.5−1052.0% Right Lateral Occipital Cortex Inferior Division; 15.0% Right Inferior Temporal Gyrus temporooccipital part; 9.0% Right Middle Temporal Gyrus temporooccipital part
 −5.1710067.5−42.522.519.0% Right Supramarginal Gyrus Posterior Division
 −5.0515320−705558.0% Right Lateral Occipital Cortex Superior Division
 −5.0530060−3545NA
 −4.70202−47.5−702.587.0% Left Lateral Occipital Cortex Inferior Division
Positive saliences
 4.3290−53037.563.0% Left Paracingulate Gyrus; 13.0% Left Superior Frontal Gyrus
 4.87101−10−95065.0% Left Occipital Pole
 5.851552522.542.529.0% Right Superior Frontal Gyrus; 23.0% Right Middle Frontal Gyrus
 5.868717.5−95050.0% Right Occipital Pole
 6.21153−52.51537.554.0% Left Middle Frontal Gyrus; 5.0% Left Inferior Frontal Gyrus pars opercularis
 6.40115−57.5−5−12.537.0% Left Middle Temporal Gyrus Anterior Division; 23.0% Left Superior Temporal Gyrus Anterior Division; 9.0% Left Superior Temporal Gyrus Posterior Division
 6.65115−27.5−40−1029.0% Left Parahippocampal Gyrus Posterior Division; 27.0% Left Lingual Gyrus; 8.0% Left Temporal Occipital Fusiform Cortex; 7.0% Left Temporal Fusiform Cortex Posterior Division
 6.88487055−517.0% Right Frontal Pole; 12.0% Left Frontal Pole; 9.0% Right Paracingulate Gyrus; 9.0% Right Frontal Medial Cortex; 6.0% Left Paracingulate Gyrus; 6.0% Left Frontal Medial Cortex
 7.08421−2017.547.537.0% Left Superior Frontal Gyrus; 6.0% Left Middle Frontal Gyrus
 7.0916345−7537.568.0% Right Lateral Occipital Cortex Superior Division
 9.43470−32.5−82.542.565.0% Left Lateral Occipital Cortex Superior Division
 9.551394−7.5−57.512.551.0% Left Precuneus Cortex; 7.0% Left Intracalcarine Cortex; 5.0% Left Supracalcarine Cortex
  1. Note: Thresholded at bootstrap ratio at ± 3 (p < .001), minimal cluster size of 80 voxels, and a minimal distance of 10 voxels. Labels from the Harvard-Oxford (Desikan et al., 2006) atlas obtained using AtlasReader (Notter et al., 2019).

Appendix 2—table 1
Peaks of clusters for the linear contrast at lags 5–6 and 8–9.
LagBootstrap ratioCluster size (voxels)X (mm)Y (mm)Z (mm)Harvard-Oxford, probability atlas
Negative saliences
 6−5.929960.010.012.539.0% Right Precentral Gyrus; 28.0% Right Inferior Frontal Gyrus pars opercularis
 6−5.4720445.0−82.515.046.0% Right Lateral Occipital Cortex Superior Division; 18.0% Right Lateral Occipital Cortex inferior division
 6−5.3527955.0−37.530.029.0% Right Supramarginal Gyrus Posterior Division; 9.0% Right Parietal Operculum Cortex; 8.0% Right Planum Temporale; 6.0% Right Supramarginal Gyrus Anterior Division
 6−4.41104−55.0−37.525.046.0% Left Parietal Operculum Cortex; 18.0% Left Planum Temporale; 8.0% Left Supramarginal Gyrus Anterior Division; 6.0% Left Supramarginal Gyrus Posterior Division
 8−4.6518945.0−82.517.559.0% Right Lateral Occipital Cortex Superior Division
 9−5.5138750.0−75.010.068.0% Right Lateral Occipital Cortex inferior division; 8.0% Right Lateral Occipital Cortex Superior Division
 9−5.3812432.5−47.560.055.0% Right Superior Parietal Lobule
Positive saliences
 55.22129−35.0−82.537.577.0% Left Lateral Occipital Cortex Superior Division
 55.58208−20.030.042.551.0% Left Superior Frontal Gyrus; 8.0% Left Middle Frontal Gyrus
 55.8815117.5−52.57.556.0% Right Precuneus Cortex; 9.0% Right Cingulate Gyrus Posterior Division
 56.08237−12.5−60.020.049.0% Left Precuneus Cortex; 11.0% Left Supracalcarine Cortex
 66.01167−30.0−35.0−15.049.0% Left Parahippocampal Gyrus Posterior Division; 29.0% Left Temporal Fusiform Cortex Posterior Division
 66.50312−20.032.542.553.0% Left Superior Frontal Gyrus; 10.0% Left Frontal Pole; 6.0% Left Middle Frontal Gyrus
 67.11379−5.047.5−2.570.0% Left Paracingulate Gyrus; 15.0% Left Cingulate Gyrus Anterior Division
 67.1811445.0−75.037.568.0% Right Lateral Occipital Cortex Superior Division
 68.14234−32.5−82.542.565.0% Left Lateral Occipital Cortex Superior Division
 69.21856−15.0−62.522.554.0% Left Precuneus Cortex; 12.0% Left Supracalcarine Cortex
 85.0515225.030.047.534.0% Right Superior Frontal Gyrus; 22.0% Right Middle Frontal Gyrus
 85.8311545.0−75.037.568.0% Right Lateral Occipital Cortex Superior Division
 86.40261−2.5−35.045.060.0% Left Cingulate Gyrus Posterior Division; 25.0% Left Precuneus Cortex
 86.6291−57.5−5.0−12.537.0% Left Middle Temporal Gyrus Anterior Division; 23.0% Left Superior Temporal Gyrus Anterior Division; 9.0% Left Superior Temporal Gyrus Posterior Division
 88.25449−22.532.545.047.0% Left Superior Frontal Gyrus; 10.0% Left Middle Frontal Gyrus; 10.0% Left Frontal Pole
 89.97367−32.5−82.542.565.0% Left Lateral Occipital Cortex Superior Division
 810.03961−2.550.0−7.543.0% Left Frontal Medial Cortex; 38.0% Left Paracingulate Gyrus
 810.431096−5.0−62.515.042.0% Left Precuneus Cortex; 16.0% Left Intracalcarine Cortex; 12.0% Left Supracalcarine Cortex
 95.66134−10.025.042.511.0% Left Superior Frontal Gyrus; 9.0% Left Paracingulate Gyrus
 96.16196−2.5−35.042.581.0% Left Cingulate Gyrus Posterior Division; 16.0% Left Precuneus Cortex
 97.72910−7.555.010.043.0% Left Paracingulate Gyrus; 25.0% Left Frontal Pole; 5.0% Left Superior Frontal Gyrus
 97.98476−20.017.547.537.0% Left Superior Frontal Gyrus; 6.0% Left Middle Frontal Gyrus
 98.94862−5.0−65.015.031.0% Left Precuneus Cortex; 23.0% Left Supracalcarine Cortex; 21.0% Left Intracalcarine Cortex
 99.80243−32.5−82.542.565.0% Left Lateral Occipital Cortex Superior Division
  1. Thresholded at bootstrap ratio at ± 3 (p < .001), minimal cluster size of 80 voxels, and a minimal distance of 10 voxels. Labels from the Harvard-Oxford (Desikan et al., 2006) atlas obtained using AtlasReader (Notter et al., 2019).

Appendix 3—table 1
Peaks of clusters for the facts vs. events contrast at lags 5–6 and 8–9.
LagBootstrap ratioCluster size (voxels)X (mm)Y (mm)Z (mm)Harvard-Oxford, probability atlas
Negative saliences
 5−5.8214057.51012.543.0% Right Inferior Frontal Gyrus pars opercularis; 39.0% Right Precentral Gyrus
 5−4.9210067.5−42.527.514.0% Right Supramarginal Gyrus Posterior Division
 6−7.13182601012.539.0% Right Precentral Gyrus; 28.0% Right Inferior Frontal Gyrus pars opercularis
 6−6.1826755−37.53029.0% Right Supramarginal Gyrus Posterior Division; 9.0% Right Parietal Operculum Cortex; 8.0% Right Planum Temporale; 6.0% Right Supramarginal Gyrus Anterior Division
 6−5.6930345−47.555NA
 6−5.6336352.5−75−2.580.0% Right Lateral Occipital Cortex Inferior Division
 6−5.13294−57.5−47.52546.0% Left Supramarginal Gyrus Posterior Division; 13.0% Left Angular Gyrus
 6−4.962134542.522.587.0% Right Frontal Pole; 5.0% Right Middle Frontal Gyrus
 6−4.64145−60512.579.0% Left Precentral Gyrus
 6−4.59204−50−75−2.578.0% Left Lateral Occipital Cortex Inferior Division
 6−4.5285−37.547.527.574.0% Left Frontal Pole
 8−5.561374537.51054.0% Right Frontal Pole; 21.0% Right Inferior Frontal Gyrus pars triangularis
 8−5.0011112.5−62.57029.0% Right Lateral Occipital Cortex Superior Division; 6.0% Right Superior Parietal Lobule
 8−4.9128845−82.517.559.0% Right Lateral Occipital Cortex Superior Division
 8−4.88136−47.5−757.562.0% Left Lateral Occipital Cortex Inferior Division; 11.0% Left Lateral Occipital Cortex Superior Division
 8−4.76856012.512.543.0% Right Inferior Frontal Gyrus pars opercularis; 27.0% Right Precentral Gyrus
 8−4.6414042.5−47.54527.0% Right Angular Gyrus; 27.0% Right Supramarginal Gyrus Posterior Division; 11.0% Right Superior Parietal Lobule
 8−4.4212057.5−3532.522.0% Right Parietal Operculum Cortex; 18.0% Right Supramarginal Gyrus Posterior Division; 10.0% Right Supramarginal Gyrus Anterior Division; 8.0% Right Planum Temporale
 9−5.5346647.5−8012.546.0% Right Lateral Occipital Cortex Inferior Division; 34.0% Right Lateral Occipital Cortex Superior Division
 9−4.81106−40−82.512.540.0% Left Lateral Occipital Cortex Inferior Division; 35.0% Left Lateral Occipital Cortex Superior Division
 9−4.8018732.5−52.55044.0% Right Superior Parietal Lobule; 14.0% Right Angular Gyrus; 8.0% Right Lateral Occipital Cortex Superior Division
Positive saliences
 55.54131−32.5−82.542.565.0% Left Lateral Occipital Cortex Superior Division
 55.60193−27.51552.537.0% Left Middle Frontal Gyrus; 15.0% Left Superior Frontal Gyrus
 55.79378−12.5−602049.0% Left Precuneus Cortex; 11.0% Left Supracalcarine Cortex
 57.2510117.5−92.5048.0% Right Occipital Pole; 6.0% Right Lateral Occipital Cortex Inferior Division
 57.29150−12.5−95055.0% Left Occipital Pole
 65.58152−22.5−22.5−17.544.0% Left Hippocampus; 12.0% Left Parahippocampal Gyrus Posterior Division; 6.0% Left Parahippocampal Gyrus Anterior Division
 65.76228−557.5−1061.0% Left Frontal Pole; 24.0% Left Frontal Medial Cortex
 66.109625254535.0% Right Middle Frontal Gyrus; 34.0% Right Superior Frontal Gyrus
 66.3810045−7537.568.0% Right Lateral Occipital Cortex Superior Division
 66.44120−12.5−95−2.562.0% Left Occipital Pole
 66.9210017.5−95050.0% Right Occipital Pole
 67.52333−22.5155040.0% Left Superior Frontal Gyrus; 14.0% Left Middle Frontal Gyrus
 68.26261−32.5−82.542.565.0% Left Lateral Occipital Cortex Superior Division
 68.68823−15−62.522.554.0% Left Precuneus Cortex; 12.0% Left Supracalcarine Cortex
 84.6084−532.54047.0% Left Paracingulate Gyrus; 35.0% Left Superior Frontal Gyrus
 84.64110−52.51537.554.0% Left Middle Frontal Gyrus; 5.0% Left Inferior Frontal Gyrus pars opercularis
 85.6018325305043.0% Right Superior Frontal Gyrus; 18.0% Right Middle Frontal Gyrus
 85.9914345−7537.568.0% Right Lateral Occipital Cortex Superior Division
 86.3494−57.5−5−12.537.0% Left Middle Temporal Gyrus Anterior Division; 23.0% Left Superior Temporal Gyrus Anterior Division; 9.0% Left Superior Temporal Gyrus Posterior Division
 86.55255−2.5−354560.0% Left Cingulate Gyrus Posterior Division; 25.0% Left Precuneus Cortex
 87.14438−22.5254547.0% Left Superior Frontal Gyrus; 20.0% Left Middle Frontal Gyrus
 810.431115−5−62.51542.0% Left Precuneus Cortex; 16.0% Left Intracalcarine Cortex; 12.0% Left Supracalcarine Cortex
 810.58424−35−82.542.557.0% Left Lateral Occipital Cortex Superior Division
 811.07668−2.550−7.543.0% Left Frontal Medial Cortex; 38.0% Left Paracingulate Gyrus
 95.1515327.52552.529.0% Right Middle Frontal Gyrus; 24.0% Right Superior Frontal Gyrus
 95.3685−57.5−5−12.537.0% Left Middle Temporal Gyrus Anterior Division; 23.0% Left Superior Temporal Gyrus Anterior Division; 9.0% Left Superior Temporal Gyrus Posterior Division
 96.20188−7.527.54525.0% Left Superior Frontal Gyrus; 6.0% Left Paracingulate Gyrus
 97.351051057.5−525.0% Right Frontal Pole; 20.0% Left Frontal Pole; 5.0% Right Frontal Medial Cortex
 97.50554−2527.54530.0% Left Superior Frontal Gyrus; 29.0% Left Middle Frontal Gyrus
 97.8510750−62.52574.0% Left Precuneus Cortex; 16.0% Right Precuneus Cortex
 99.38280−32.5−82.542.565.0% Left Lateral Occipital Cortex Superior Division
  1. Thresholded at bootstrap ratio at ± 3 (p < .001), minimal cluster size of 80 voxels, and a minimal distance of 10 voxels. Labels from the Harvard-Oxford (Desikan et al., 2006) atlas obtained using AtlasReader (Notter et al., 2019).

Appendix 4—table 1
Peaks of clusters for latent variable (LV) 1 of the mean-centered partial least squares (PLS) (memory and control) at lag 7.
Bootstrap ratioCluster size (voxels)X (mm)Y (mm)Z (mm)Harvard-Oxford, probability atlas
Negative saliences
 −19.569172−5.0−57.515.049% Left Precuneus Cortex; 8% Left Cingulate Gyrus Posterior Division
 −15.775015−45.027.5−10.067% Left Frontal Orbital Cortex; 7% Left Inferior Frontal Gyrus Pars Triangularis
 −13.302605.0−55.0−47.5No Label
 −13.212622−2.530.042.545% Left Paracingulate Gyrus; 30% Left Superior Frontal Gyrus
 −12.4236447.5−72.537.557% Right Lateral Occipital Cortex Superior Division
 −12.252890.060.0−10.036% Right Frontal Pole; 31% Left Frontal Pole
 −11.4884640.0−75.0−37.5No Label
 −8.0380537.5−17.545.050% Right Precentral Gyrus; 26% Right Postcentral Gyrus
 −7.9622140.040.0−10.036% Right Frontal Pole; 7% Right Frontal Orbital Cortex
 −5.2313047.5−20.017.545% Right Parietal Operculum Cortex; 31% Right Central Opercular Cortex; 5% Right Postcentral Gyrus
 −5.1019255.025.017.541% Right Inferior Frontal Gyrus Pars Triangularis; 21% Right Inferior Frontal Gyrus Pars Opercularis; 5% Right Middle Frontal Gyrus
Positive saliences
 5.77143−30.0−65.0−22.5No Label
 6.3723120.05.052.518% Right Superior Frontal Gyrus
 6.845877.5−75.045.042% Right Precuneus Cortex; 17% Right Cuneal Cortex; 10% Right Lateral Occipital Cortex Superior Division
 7.86329−27.5−12.557.539% Left Precentral Gyrus; 9% Left Superior Frontal Gyrus
 7.87224−20.0−75.0−47.5No Label
 8.5128440.0−10.0−10.032% Right Planum Polare; 25% Right Insular Cortex
 8.634177.5−32.547.530% Right Cingulate Gyrus Posterior Division; 27% Right Precentral Gyrus; 16% Right Precuneus Cortex; 9% Right Postcentral Gyrus
 8.741477−30.0−65.012.5No Label
 9.2153650.07.520.035% Right Precentral Gyrus; 31% Right Inferior Frontal Gyrus Pars Opercularis
 10.102341−15.032.55.08% Left Lateral Ventricle
 10.432352−60.0−32.552.520% Left Supramarginal Gyrus Anterior Division
 12.24111257.5−35.052.543% Right Supramarginal Gyrus Posterior Division; 18% Right Supramarginal Gyrus Anterior Division
 12.40396620.0−52.5−25.0No Label
  1. Note: Thresholded at bootstrap ratio at ± 3 (p < .001), minimal cluster size of 80 voxels, and a minimal distance of 10 voxels. Labels from the Harvard-Oxford (Desikan et al., 2006) atlas obtained using AtlasReader (Notter et al., 2019).

Appendix 4—table 2
Peaks of clusters for latent variable (LV) 1 of the mean-centered partial least squares (PLS) (memory and control) at lags 5–6 and 8–9.
LagBootstrap ratioCluster size (voxels)X (mm)Y (mm)Z (mm)Harvard-Oxford, probability atlas
Negative saliences
 5−17.082903−2.5−57.517.574% Left Precuneus Cortex; 19% Left Cingulate Gyrus Posterior Division
 5−15.475464−45.025.0−10.074% Left Frontal Orbital Cortex; 6% Left Frontal Operculum Cortex
 5−14.49436−12.5−95.0−5.055% Left Occipital Pole
 5−13.181486−45.0−65.030.054% Left Lateral Occipital Cortex Superior Division; 8% Left Angular Gyrus
 5−12.36555−55.0−7.5−12.528% Left Superior Temporal Gyrus Anterior Division; 24% Left Middle Temporal Gyrus Anterior Division; 14% Left Superior Temporal Gyrus Posterior Division; 5% Left Middle Temporal Gyrus Posterior Division
 5−12.16185620.0−95.00.044% Right Occipital Pole
 5−10.9438050.0−72.535.047% Right Lateral Occipital Cortex Superior Division
 5−10.0716037.540.0−12.557% Right Frontal Pole; 11% Right Frontal Orbital Cortex
 5−8.8241635.0−65.0−30.0No Label
 5−8.5110560.0−5.0−17.548% Right Middle Temporal Gyrus Anterior Division; 14% Right Middle Temporal Gyrus Posterior Division; 5% Right Superior Temporal Gyrus Posterior Division
 5−8.111345.0−57.5−50.0No Label
 5−7.1765847.5−15.052.544% Right Postcentral Gyrus; 23% Right Precentral Gyrus
 5−4.6212457.527.515.050% Right Inferior Frontal Gyrus Pars Triangularis; 14% Right Inferior Frontal Gyrus Pars Opercularis
 6−19.957309−2.5−57.517.574% Left Precuneus Cortex; 19% Left Cingulate Gyrus Posterior Division
 6−16.497663−45.027.5−10.067% Left Frontal Orbital Cortex; 7% Left Inferior Frontal Gyrus Pars Triangularis
 6−13.44675−45.0−72.535.078% Left Lateral Occipital Cortex Superior Division
 6−12.3038850.0−70.035.078% Right Lateral Occipital Cortex Superior Division
 6−11.982085.0−52.5−45.0No Label
 6−9.9264935.0−65.0−30.0No Label
 6−8.6122837.540.0−10.044% Right Frontal Pole; 11% Right Frontal Orbital Cortex
 6−8.5175745.0−22.552.544% Right Postcentral Gyrus; 5% Right Precentral Gyrus
 6−8.4213560.0−5.0−17.548% Right Middle Temporal Gyrus Anterior Division; 14% Right Middle Temporal Gyrus Posterior Division; 5% Right Superior Temporal Gyrus Posterior Division
 6−4.739557.525.020.040% Right Inferior Frontal Gyrus Pars Triangularis; 16% Right Inferior Frontal Gyrus Pars Opercularis; 7% Right Middle Frontal Gyrus
 8−17.6011,337−5.0−55.017.551% Left Precuneus Cortex; 20% Left Cingulate Gyrus Posterior Division
 8−14.988569−45.027.5−10.067% Left Frontal Orbital Cortex; 7% Left Inferior Frontal Gyrus Pars Triangularis
 8−13.292995.0−52.5−45.0No Label
 8−11.4831550.0−70.037.559% Right Lateral Occipital Cortex Superior Division
 8−8.13135−10.0−30.0−30.097% Brain-Stem
 8−7.7523835.025.0−2.540% Right Insular Cortex; 36% Right Frontal Orbital Cortex; 5% Right Frontal Operculum Cortex
 8−7.4593−10.07.517.558% Left Lateral Ventricle; 41% Left Caudate
 8−7.0628545.0−25.017.576% Right Parietal Operculum Cortex; 6% Right Planum Temporale; 5% Right Heschl’s Gyrus (includes H1 and H2)
 8−7.0278837.5−15.045.061% Right Precentral Gyrus; 13% Right Postcentral Gyrus
 8−5.23157−2.5−12.562.550% Left Juxtapositional Lobule Cortex; 34% Left Precentral Gyrus
 8−4.8596−35.0−32.522.544% Left Parietal Operculum Cortex
 9−17.5311,252−22.5−80.0−7.543% Left Occipital Fusiform Gyrus; 13% Left Lingual Gyrus
 9−14.919678−47.540.0−5.070% Left Frontal Pole; 8% Left Inferior Frontal Gyrus Pars Triangularis; 5% Left Frontal Orbital Cortex
 9−14.143327.5−52.5−45.0No Label
 9−9.50728−60.0−45.0−5.033% Left Middle Temporal Gyrus Temporooccipital Part; 18% Left Middle Temporal Gyrus Posterior Division
 9−9.1125150.0−70.037.559% Right Lateral Occipital Cortex Superior Division
 9−8.0458137.5−17.512.569% Right Insular Cortex; 9% Right Heschl’s Gyrus (includes H1 and H2)
 9−7.8221040.042.5−10.047% Right Frontal Pole
 9−6.7412017.55.017.572% Right Caudate
 9−6.1519537.5−15.042.557% Right Precentral Gyrus; 16% Right Postcentral Gyrus
 9−6.06262−37.5−30.022.553% Left Parietal Operculum Cortex; 6% Left Central Opercular Cortex
 9−5.8110555.020.07.547% Right Inferior Frontal Gyrus Pars Opercularis; 25% Right Inferior Frontal Gyrus Pars Triangularis
 9−5.7330225.0−25.070.045% Right Precentral Gyrus; 15% Right Postcentral Gyrus
Positive saliences
 57.4267142.547.515.078% Right Frontal Pole
 57.64380−35.0−50.0−30.0No Label
 58.93189−22.5−75.0−52.5No Label
 510.12125742.55.00.071% Right Insular Cortex; 7% Right Central Opercular Cortex
 513.79549025.0−55.0−20.0No Label
 516.4511,000−42.5−17.560.046% Left Precentral Gyrus; 15% Left Postcentral Gyrus
 66.8784−15.0−27.537.523% Left Precentral Gyrus; 18% Left Cingulate Gyrus Posterior Division; 5% Left Precuneus Cortex
 67.61318−35.0−50.0−30.0No Label
 67.9567245.047.515.088% Right Frontal Pole
 69.1313210.0−35.045.039% Right Cingulate Gyrus Posterior Division; 32% Right Precuneus Cortex; 5% Right Postcentral Gyrus; 5% Right Precentral Gyrus
 610.23120340.0−10.0−7.555% Right Insular Cortex; 20% Right Planum Polare
 613.3094515.0−65.0−45.0No Label
 613.5810,698−50.0−35.050.036% Left Supramarginal Gyrus Anterior Division; 23% Left Postcentral Gyrus; 14% Left Superior Parietal Lobule
 615.35434617.5−55.0−17.5No Label
 85.2712322.55.060.043% Right Superior Frontal Gyrus
 85.35132−25.0−62.532.524% Left Lateral Occipital Cortex Superior Division
 86.13322−45.0−70.0−7.575% Left Lateral Occipital Cortex Inferior Division
 86.4527115.0−62.5−45.0No Label
 86.71140−22.5−75.0−52.5No Label
 87.2390−32.5−92.5−5.053% Left Occipital Pole; 21% Left Lateral Occipital Cortex Inferior Division
 87.3533112.5−65.040.043% Right Precuneus Cortex
 87.99230−17.5−5.030.0No Label
 88.041595.0−27.545.062% Right Cingulate Gyrus Posterior Division; 15% Right Precentral Gyrus; 7% Right Precuneus Cortex
 88.1033145.045.010.087% Right Frontal Pole
 88.1445550.07.522.541% Right Precentral Gyrus; 33% Right Inferior Frontal Gyrus Pars Opercularis
 88.52384−25.0−55.015.010% Left Lateral Ventricle
 89.08840−55.0−35.052.548% Left Supramarginal Gyrus Anterior Division
 89.841103−17.532.55.06% Left Lateral Ventricle
 811.53374257.5−37.555.022% Right Supramarginal Gyrus Posterior Division
 95.4515222.57.560.040% Right Superior Frontal Gyrus; 6% Right Middle Frontal Gyrus
 96.37131−22.5−75.0−47.5No Label
 97.02444−55.0−37.555.033% Left Supramarginal Gyrus Anterior Division; 8% Left Supramarginal Gyrus Posterior Division
 97.021237.5−32.547.530% Right Cingulate Gyrus Posterior Division; 27% Right Precentral Gyrus; 16% Right Precuneus Cortex; 9% Right Postcentral Gyrus
 97.70150−17.5−7.530.0No Label
 97.8928445.045.010.087% Right Frontal Pole
 98.30532−25.0−55.015.010% Left Lateral Ventricle
 99.07714−12.530.02.512% Left Lateral Ventricle
 99.2043342.510.030.025% Right Precentral Gyrus; 21% Right Middle Frontal Gyrus; 17% Right Inferior Frontal Gyrus Pars Opercularis
 99.23553−30.0−92.5−5.046% Left Occipital Pole; 14% Left Lateral Occipital Cortex Inferior Division
 910.06280555.0−37.552.564% Right Supramarginal Gyrus Posterior Division; 11% Right Supramarginal Gyrus Anterior Division
 910.7884032.5−95.0−7.562% Right Occipital Pole; 10% Right Lateral Occipital Cortex Inferior Division
  1. Note: Thresholded at bootstrap ratio at ± 3 (p < .001), minimal cluster size of 80 voxels, and a minimal distance of 10 voxels. Labels from the Harvard-Oxford (Desikan et al., 2006) atlas obtained using AtlasReader (Notter et al., 2019).

Appendix 5—table 1
Practice task.
Unique events (UE)‘Please respond (yes or no) if the following events happened to you.’ 1Repeated events (RE)‘Please respond (yes or no) if the following events have happened to you repeatedly in the last year.’Autobiographical facts (AF)Please respond (yes or no) according to what is usually true for you.’General facts (GF)‘Please respond (yes or no) according to what is usually true for people in this country.’
StimuliIDCueSentenceCueSentenceCueSentenceCueSentence
Ex. 1YesterdayI bought a lottery ticket.When with friendsI have bought a lottery ticket.OftenI buy lottery tickets.Few peopleBuy lottery tickets.
Ex. 2Last weekendI attended a wedding.When on vacationI attended a wedding.UsuallyI attend weddings.EveryoneAttends weddings.
  1. For the first one, please answer yes or no according to what happened to you once. For example, it could say: This morning, I paid bills. If that happened once, you would say yes.

  2. For the second one, please answer yes or no accord to what happened to you repeatedly in the last year. For example, it could say: When at work, I paid bills. The key word is ‘repeatedly’. If that happened repeatedly, you would say yes.

  3. For the third one, please answer yes or no according to what is usually true to you. For example, it could say: Often, I pay bills. If that were true for you, you would say yes.

  4. Last, please answer yes or no according to what you think is true of most people in this country. For example, a statement could be: Everyone pays bills. If you agree with this, you would say ‘yes’.

Appendix 5—table 2
Stimuli list.
Unique events (UE)‘Please respond (yes or no) if the following events happened to you.’ 1Repeated events (RE)‘Please respond (yes or no) if the following events have happened to you repeatedly in the last year.’Autobiographical facts (AF)‘Please respond (yes or no) according to what is usually true for you.’General facts (GF)‘Please respond (yes or no) according to what is usually true for people in this country.’
StimuliIDRunCueSentenceRunCueSentenceRunCueSentenceRunCueSentence
1BYesterdayI wore white socks.GWhen shoppingI have worn white socks.FUsuallyI wear white socks.CEveryoneWears white socks.
2ELast nightI took a shower.FWhen on vacationI have taken a shower.DOftenI take showers.DMost peopleTake showers.
3CLast nightI used a computer.EWhen at workI have used a computer.BVery oftenI use a computer.GFew peopleUse a computer.
4DTodayI ate breakfast.FWhen with friendsI have eaten breakfast.FUsuallyI eat breakfast.FSome peopleSkip breakfast.
5GThis morningI made my bed.FWhen with friendsI have made my bed.FEvery dayI make my bed.BFew peopleMake their bed.
6GLast week-endI drove on a highway.BWhen going to a clinicI have driven on a highway.GRarelyI drive on a highway.GMost peopleDrive on the highway.
7AYesterdayI ate a chocolate.EWhen shoppingI have eaten a chocolate.DRarelydo I eat chocolate.AMost peopleEat chocolate.
8GThis weekI read a book.AWhen on the busI have read books.GRarelyI read books.CFew peopleRead books.
9CThis weekI ate at a restaurant.CWhen aloneI have eaten at a restaurant.GOftenI eat at restaurants.GNo oneEats at restaurants.
10ELast nightI watched tv.AWhen at workI have watched TV.GVery oftenI watch TV.CEveryoneWatches TV.
11EThis weekI went shopping.BWhen on vacationI have gone shopping.CVery oftenI go shopping.FFew peopleGo shopping.
12DThis morningI drank coffee.EWhen shoppingI have drunk coffee.DEvery dayI drink coffee.CMany peopleDrink coffee.
13DTodayI talked on the phone.AWhen on the busI have talked on the phone.EVery oftenI talk on the phone.FEveryoneTalks on the phone.
14ELast nightI ate pizza.EWhen shoppingI have eaten pizza.FEvery dayI eat pizza.AMost peopleEat pizza.
15AThis weekI went to the movies.CWhen aloneI have gone to the movies.GSometimesI go to the movies.DMany peopleGo to the movies.
16ATodayI read a newspaper.GWhen on the busI have read a newspaper.ARarelyI read a newspaper.BEveryoneReads a newspaper.
17ATodayI spent money.CWhen at workI have spent money.CEvery dayI spend money.DNo oneSpends money.
18DLast week-endI rented a movie.CWhen aloneI have rented a movie.FRarelyI rent movies.GSome peopleRent movies.
19AYesterdayI read a magazine.FWhen with friendsI have read a magazine.BOftenI read magazines.GMost peopleRead magazines.
20BYesterdayI listened to music.CWhen at workI have listened to music.DOftenI listen to music.GMost peopleListen to music.
21BYesterdayI washed dishes.AWhen at workI have washed dishes.DEvery dayI wash the dishes.GNo oneWashes the dishes.
22EThis weekI talked to a family member.DWhen at a clinicI have talked to a family member.COftenI talk to a family member.DMost peopleTalk to family members.
23FYesterdayI wore jeans.AWhen at workI have worn jeans.ASometimesI wear jeans.EMost peopleWear jeans.
24CLast nightI slept well.AWhen aloneI have slept well.CUsuallyI sleep well.CNo oneSleeps well.
25FThis morningI woke up early.GWhen on vacationI have woken up early.DUsuallyI wake up early.CNo oneWakes up early.
26FTodayI had chicken.DWhen at workI have eaten chicken.FSometimesI eat chicken.CEveryoneEats chicken.
27GTodayI listened to the radio.DWhen at a clinicI have listened to the radio.CEvery dayI listen to the radio.FFew peopleListen to the radio.
28FLast nightI went to bed early.FWhen with friendsI have gone to bed early.BUsuallyI go to bed early.ASome peopleGo to bed early.
29FYesterdayI took a nap.EWhen on vacationI have taken naps.AOftenI take naps.ENo oneTakes naps.
30BLast nightI cooked dinner.FWhen with friendsI have cooked dinner.GRarelyI cook dinner.FMany peopleCook dinner.
31CLast week-endI went dancing.CWhen aloneI have gone dancing.EOftenI go dancing.DFew peopleGo dancing.
32DThis weekI watched sports.DWhen aloneI have watched sports.BOftenI watch sports.DEveryoneWatches sports.
33GThis morningI checked my email.DWhen on the busI have checked my email.GOftenI check my email.GEveryoneChecks their email.
34BThis weekI played with a dog.CWhen aloneI have played with a dog.GRarelyI play with dogs.DSome peoplePlay with dogs.
35CThis weekI bought a CD.GWhen on vacationI have bought CDs.CRarelyI buy CDs.DNo oneBuys CDs.
36DThis weekI ate fries.BWhen on the busI have eaten fries.FRarelyI eat fries.CMany peopleEat fries.
37GLast week-endI went to the mall.BWhen on vacationI have gone to the mall.COftenI go to the mall.ENo oneGoes to the mall.
38FThis morningI drank juice.CWhen shoppingI have drunk juice.AVery oftenI drink juice.BMany peopleDrink juice.
39GTodayI went on a walk.AWhen aloneI have gone on a walk.ASometimesI go on walks.FSome peopleGo on walks.
40FYesterdayI ate candy.DWhen at workI have eaten candy.BRarelyI eat candy.ESome peopleEat candy.
41BThis morningI went to the bank.GWhen with friendsI have gone to the bank.GSometimesI go to the bank.AFew peopleGo to the bank.
42CLast week-endI played a video game.CWhen aloneI have played a video game.DVery oftenI play video games.DMost peoplePlay video games.
43BThis weekI worked out.EWhen on vacationI have worked out.EVery oftenI work out.CSome peopleWork out.
44GLast week-endI did my laundry.EWhen with friendsI have done my laundry.BVery oftenI do my laundry.FEveryoneDoes their laundry.
45ELast week-endI ate pancakes.GWhen with friendsI have eaten pancakes.ESometimesI eat pancakes.BSome peopleEat pancakes.
46DYesterdayI logged on to Facebook.DWhen at workI have logged on to Facebook.CVery oftenI log on to Facebook.AEveryoneLogs on to Facebook.
47FYesterdayI sent a text message.DWhen on the busI have sent a text message.DEvery dayI send text messages.ASome peopleSend text messages.
48AThis weekI ate a sandwich.BWhen at workI have eaten a sandwich.FRarelyI eat sandwiches.BSome peopleEat sandwiches.
49ALast week-endI hugged a friend.FWhen on vacationI have hugged a friend.ESometimesI hug a friend.EMany peopleHug friends.
50FLast week-endI watered a plant.GWhen on vacationI have watered a plant.GOftenI water a plant.AMany peopleWater plants.
51ALast nightI sang a tune.EWhen shoppingI have sung a tune.FSometimesI sing a tune.FNo oneSings tunes.
52AThis morningI kissed somebody.BWhen on vacationI have kissed somebody.BEvery dayI kiss somebody.BMost peopleKiss others.
53ALast week-endI bought a gift.FWhen with friendsI have bought a gift.DRarelyI buy gifts.EEveryoneBuys gifts.
54EThis morningI went to the gym.BWhen on vacationI have been to the gym.ESometimesI go to the gym.BFew peopleGo to the gym.
55CTodayI missed a meeting.AWhen at workI have missed a meeting.DOftenI miss a meeting.ANo oneMisses meetings.
56BLast nightI had a drink.CWhen aloneI have had a drink.AVery oftenI have a drink.BMany peopleGave a drink.
57DYesterdayI took a picture.FWhen shoppingI have taken a picture.AVery oftenI take pictures.EFew peopleTake pictures.
58DTodayI went to a pharmacy.BWhen on vacationI have been to the pharmacy.ARarelyI go to the pharmacy.CEveryoneGoes to the pharmacy.
59CThis morningI prayed.FWhen with friendsI have prayed.ASometimesI pray.AFew peoplePray.
60FLast nightI heard jokes.EWhen shoppingI have heard jokes.CEvery dayI hear jokes.FEveryoneHears jokes.
61CThis weekI gave to a charity.EWhen shoppingI have given to charity.EUsuallyI give to charity.BFew peopleGive to charity.
62ELast week-endI visited a museum.GWhen with friendsI have visited a museum.BRarelyI visit a museum.DMany peopleVisit museums.
63GYesterdayI took a course.GWhen on vacationI have taken a course.AEvery dayI take a course.EMany peopleTake a course.
64ELast week-endI had a cold.GWhen on vacationI have had a cold.BRarelyI have a cold.BMany peopleHave a cold.
65DThis weekI went swimming.AWhen at workI have gone swimming.BSometimesI go swimming.ENo oneGoes swimming.
66BTodayI checked the news online.DWhen at a clinicI have checked the news online.EEvery dayI check the news online.FFew peopleCheck the news online.
67BLast nightI drove my car.AWhen going to a clinicI have driven my car.FVery oftenI drive my car.GMost peopleDrive their car.
68GYesterdayI brushed my teeth.DWhen at a clinicI brushed my teeth.EVery oftenI brush my teeth.EEveryoneBrushes their teeth.
69EYesterdayI ate fruit.BWhen shoppingI ate fruit.CEvery dayI eat fruits.AMost peopleEat fruit.
70CTodayI washed my face.BWhen aloneI washed my face.EUsuallyI wash my face.GNo oneWashes their face.
  1. Note: 1Brief instructions displayed at the beginning of each block within each run. 2The memory order within each run was based on the Latin Square technique. Run A and G: RE, UE, AF, GF; Run B and D: UE, AF, GF, RE; Run C: AF, GF, RE, UE; Run E and F: GF, RE, UE, AF. Run order was randomized for each participant. Stimuli were randomized within each block per participant.

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  1. Annick FN Tanguay
  2. Daniela J Palombo
  3. Brittany Love
  4. Rafael Glikstein
  5. Patrick SR Davidson
  6. Louis Renoult
(2023)
The shared and unique neural correlates of personal semantic, general semantic, and episodic memory
eLife 12:e83645.
https://doi.org/10.7554/eLife.83645