Episodic memory; aging; fMRI; pattern similarity; shared memory; Neuropsychology and Physiological Psychology; Experimental and Cognitive Psychology; Geriatrics and Gerontology; Psychiatry and Mental Health
Abstract :
[en] Recent advances in multivariate neuroimaging analyses have made possible the examination of the similarity of the neural patterns of activations measured across participants, but it has not been investigated yet whether such measure is age-sensitive. Here, in the scanner, young and older participants viewed scene pictures associated with labels. At test, participants were presented with the labels and were asked to recollect the associated picture. We used Pattern Similarity Analyses by which we compared patterns of neural activation during the encoding or the remembering of each picture of one participant with the averaged pattern of activation across the remaining participants. Results revealed that across-participants neural similarity was higher in young than in older adults in distributed occipital, temporal and parietal areas during encoding and retrieval. These findings demonstrate that an age-related reduction in specificity of neural activation is also evident when the similarity of neural representations is examined across participants.
Disciplines :
Neurosciences & behavior
Author, co-author :
Folville, Adrien ; Université de Liège - ULiège > GIGA > GIGA CRC In vivo Imaging - Aging & Memory
Bahri, Mohamed Ali; GIGA-CRC in Vivo Imaging, University of Liège, Liège, Belgium
Delhaye, Emma ; Université de Liège - ULiège > GIGA > GIGA CRC In vivo Imaging - Aging & Memory ; Faculdade de Psicologia, CICPSI, Universidade de Lisboa, Lisbon, Portugal
SALMON, Eric ; Centre Hospitalier Universitaire de Liège - CHU > > Service de neurologie
Bastin, Christine ; Université de Liège - ULiège > GIGA > GIGA CRC In vivo Imaging - Aging & Memory
Language :
English
Title :
Shared vivid remembering: age-related differences in across-participants similarity of neural representations during encoding and retrieval.
Publication date :
15 February 2022
Journal title :
Neuropsychology, Development, and Cognition. Section B, Aging, Neuropsychology and Cognition
ISSN :
1382-5585
eISSN :
1744-4128
Publisher :
Routledge, United States
Special issue title :
Advances in understanding the cognitive neuroscience of aging with multivariate methods
Abdulrahman, H., Fletcher, P. C., Bullmore, E., & Morcom, A. M. (2017). Dopamine and memory dedifferentiation in aging. NeuroImage, 153 (3), 211–220. https://doi.org/10.1016/j.neuroimage.2015.03.031
Abram, M., Picard, L., Navarro, B., & Piolino, P. (2014). Mechanisms of remembering the past and imagining the future - New data from autobiographical memory tasks in a lifespan approach. Consciousness and Cognition, 29 (1), 76–89. https://doi.org/10.1016/j.concog.2014.07.011
Addis, D. R., Musicaro, R., Pan, L., & Schacter, D. (2010). Episodic simulation of past and future events in older adults: Evidence from an experimental recombination task. Psychology and Aging, 25 (2), 369–376. https://doi.org/10.1037/a0017280.Episodic
Addis, D. R., Roberts, R. P., & Schacter, D. L. (2011). Age-related neural changes in autobiographical rememberingand imagining. Neuropsychologia, 49 (13), 3656–3669. https://doi.org/10.1016/j.neuropsychologia.2011.09.021.Age-related
Aguirre, G. K., Zarahn, E., & D’Esposito, M. (1998). An area within human ventral cortex sensitive to “building” stimuli: Evidence and implications. Neuron, 21 (2), 373–383. https://doi.org/10.1016/S0896-6273(00)80546-2
Andersson J LR, Hutton C, Ashburner J, Turner R and Friston K. (2001). Modeling Geometric Deformations in EPI Time Series. NeuroImage, 13 (5), 903–919. 10.1006/nimg.2001.0746
Ashburner J and Friston K J. (2005). Unified segmentation. NeuroImage, 26 (3), 839–851. 10.1016/j.neuroimage.2005.02.018
Bainbridge, W. A. (2020). The resiliency of image memorability: A predictor of memory separate from attention and priming. Neuropsychologia, 141 (January), 107408. https://doi.org/10.1016/j.neuropsychologia.2020.107408
Bayen, U. J., & Murnane, K. (1996). Aging and the use of perceptual and temporal information in source memory tasks. Psychology and Aging, 11 (2), 293–303. https://doi.org/10.1037/0882-7974.11.2.293
Bird, C. M., Keidel, J. L., Ing, X. L. P., Horner, X. A. J., & Burgess, N. (2015). Consolidation of Complex Events via Reinstatement in Posterior Cingulate Cortex. Journal of Neuroscience, 35 (43), 14426–14434. https://doi.org/10.1523/JNEUROSCI.1774-15.2015
Bylinskii, Z., Isola, P., Bainbridge, C., Torralba, A., & Oliva, A. (2015). Intrinsic and extrinsic effects on image memorability. Vision Research, 116 (11), 165–178. https://doi.org/10.1016/j.visres.2015.03.005
Campbell, K. L., Shafto, M. A., Wright, P., Tsvetanov, K. A., Geerligs, L., Cusack, R., Tyler, L. K., Brayne, C., Bullmore, E., Calder, A., Dalgleish, T., Duncan, J., Henson, R., Matthews, F., Marslen-Wilson, W., Rowe, J., Cheung, T., Davis, S., Kievit, R., & Villis, L. (2015). Idiosyncratic responding during movie-watching predicted by age differences in attentional control. Neurobiology of Aging, 36 (11), 3045–3055. https://doi.org/10.1016/j.neurobiolaging.2015.07.028
Cansino, S. (2009). Episodic memory decay along the adult lifespan: A review of behavioral and neurophysiological evidence. International Journal of Psychophysiology, 71 (1), 64–69. https://doi.org/10.1016/j.ijpsycho.2008.07.005
Cansino, S., Trejo-Morales, P., Estrada-Manilla, C., Pasaye-Alcaraz, E. H., Aguilar-Castañeda, E., Salgado-Lujambio, P., & Sosa-Ortiz, A. L. (2015). Brain activity during source memory retrieval in young, middle-aged and old adults. Brain Research, 1618 (8), 168–180. https://doi.org/10.1016/j.brainres.2015.05.032
Carp, J., Park, J., Polk, T. A., & Park, D. C. (2011). Age differences in neural distinctiveness revealed by multi-voxel pattern analysis. Neuroimage, 56 (2), 736–743. https://doi.org/10.1016/j.neuroimage.2010.04.267
Chadwick, M. J., Bonnici, H. M., & Maguire, E. A. (2012). Decoding information in the human hippocampus: A user’s guide. Neuropsychologia, 50 (13), 3107–3121. https://doi.org/10.1016/j.neuropsychologia.2012.07.007
Chen J, Leong Y Chang, Honey C J, Yong C H, Norman K A and Hasson U. (2017). Shared memories reveal shared structure in neural activity across individuals. Nat Neurosci, 20 (1), 115–125. 10.1038/nn.4450
Chen, J., Leong, Y. C., Honey, C. J., Yong, C. H., Norman, K. A., & Hasson, U. (2017). Shared memories reveal shared structure in neural activity across individuals. Nature Neuroscience, 20 (1), 115–125. https://doi.org/10.1038/nn.4450
Cheriet, N., Folville, A., & Bastin, C. (2021). Shared event‐memory for a public event in young and older adults. Applied Cognitive Psychology, 35 (4), 1035–1043. https://doi.org/10.1002/acp.3834
Choi, W., & Henderson, J. M. (2015). Neural correlates of active vision : An fMRI comparison of natural reading and scene viewing. Neuropsychologia, 75 (8), 109–118. https://doi.org/10.1016/j.neuropsychologia.2015.05.027
Comblain, C., D’Argembeau, A., & Van Der Linden, M. (2005). Phenomenal characteristics of autobiographical memories for emotional and neutral events in older and younger adults. Experimental Aging Research, 31 (2), 173–189. https://doi.org/10.1080/03610730590915010
Craik, F. I., & Rose, N. S. (2012). Memory encoding and aging: A neurocognitive perspective. Neuroscience and Biobehavioral Reviews, 36 (7), 1729–1739. https://doi.org/10.1016/j.neubiorev.2011.11.007
Deng, L., Davis, S. W., Monge, Z. A., Wing, E. A., Geib, B. R., Raghunandan, A., & Cabeza, R. (2021). Age-related dedifferentiation and hyperdifferentiation of perceptual and mnemonic representations. Neurobiology of Aging, 106 (10), 55–67. https://doi.org/10.1016/j.neurobiolaging.2021.05.021
Dennis, N. A., & Cabeza, R. (2015). Neuroimaging of Healthy Cognitive Aging. In The Handbook of Aging and Cognition (pp. 10–63). Psychology Press. https://doi.org/10.4324/9780203837665.ch1
Dimsdale-Zucker, H. R., & Ranganath, C. (2019). Representational similarity analyses: A practical guide for functional MRI applications. Handbook of Behavioral Neuroscience, 28, 509–525. https://doi.org/10.1016/B978-0-12-812028-6.00027-6
Esposito, M. D., Deouell, L. Y., Gazzaley, A., Wheeler, H. H., & Brain, J. (2003). alterations in the bold fmri signal with ageing and disease: A challenge for neuroimaging groups of individuals rely heavily on the assumption of. Nature Reviews Neuroscience, 4 (November), 863–872. https://doi.org/10.1038/nrn1246
Folville A, Bahri M Ali, Delhaye E, Salmon E, D’Argembeau A and Bastin C. (2020). Age-related differences in the neural correlates of vivid remembering. NeuroImage, 206 116336 10.1016/j.neuroimage.2019.116336
Folville, A., Bahri, M. A., Delhaye, E., Salmon, E., D’Argembeau, A., & Bastin, C. (2020, November). Age-related differences in the neural correlates of vivid remembering. NeuroImage, 206 (2), 116336. https://doi.org/10.1016/j.neuroimage.2019.116336
Folville, A., D’Argembeau, A., & Bastin, C. (2020). Deciphering the relationship between objective and subjective aspects of recollection in healthy aging. Memory, 28 (3), 362–373. https://doi.org/10.1080/09658211.2020.1720741
Folville, A., Jeunehomme, O., Bastin, C., & D’Argembeau, A. (2020). The impact of age on the temporal compression of daily life events in episodic memory. Psychology and Aging, 35 (4), 484–496. https://doi.org/10.1037/pag0000456
Folville, A., Simons, J. S., D’Argembeau, A., & Bastin, C. (in press). I remember it like it was yesterday: Age-related differences in the subjective experience of remembering. Psychonomic Bulletin & Review. https://doi.org/10.3758/s13423-021-02048-y
Folville, A., Vandeleene, N., & Bastin, C. (2021). Shared event memory in aging : Across-participants similarity of vividness judgements decreases with age. Aging, Neuropsychology, and Cognition, 1–17. https://doi.org/10.1080/13825585.2021.1892578
Geerligs, L., & Campbell, K. L. (2018). Age-related differences in information processing during movie watching. Neurobiology of Aging, 72 (12), 106–120. https://doi.org/10.1016/j.neurobiolaging.2018.07.025
Hashtroudi, S., Johnson, M. K., & Chrosniak, L. D. (1990). Aging and qualitative characteristics of memories for perceived and imagined complex events. Psychology and Aging, 5 (1), 119–126. https://doi.org/10.1037/0882-7974.5.1.119
Hasson, U., Nir, Y., Levy, I., Fuhrmann, G., & Malach, R. (2004). Intersubject synchronization of cortical activity during natural vision. Science, 303 (March), 1634–1640. https://doi.org/10.1126/science.1089506
Hill, P. F., King, D. R., & Rugg, M. D. (2021). Age differences in retrieval-related reinstatement reflect age-related dedifferentiation at encoding. Cerebral Cortex (New York, N.Y. : 1991), 31 (1), 106–122. https://doi.org/10.1093/cercor/bhaa210
Hirst, W., & Echterhoff, G. (2012). Remembering in conversations: The social sharing and reshaping of memories. Annual Review of Psychology, 63 (1), 55–79. https://doi.org/10.1146/annurev-psych-120710-100340
Humphreys, G. F., Ralph, M. A. L., Simons, J. S., & Schiavo, G. (2020). A unifying account of angular gyrus contributions to episodic and semantic cognition. Trends in Neurosciences, 43 (1), 1–21. https://doi.org/10.1016/j.tins.2021.01.006
Hutton C, Bork A, Josephs O, Deichmann R, Ashburner J and Turner R. (2002). Image Distortion Correction in fMRI: A Quantitative Evaluation. NeuroImage, 16 (1), 217–240. 10.1006/nimg.2001.1054
Isola, P., Xiao, J., Torralba, A., & Oliva, A. (2011, June 20–25). What makes an image memorable? [Paperpresentation]. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), c, Colorado Springs, CO, USA (pp. 145–152). http://web.mit.edu/phillipi/www/publications/WhatMakesAnImageMemorable.pdf
Johnson, M. K., Hashtroudi, S., & Lindsay, D. S. (1993). Source monitoring. Psychological Bulletin, 114 (1), 3–28. https://doi.org/10.1037/0033-2909.114.1.3
Johnson, M. K., Kuhl, B. A., Mitchell, K. J., Ankudowich, E., & Durbin, K. A. (2015). Age-related differences in the neural basis of the subjective vividness of memories: Evidence from multivoxel pattern classification. Cognitive, Affective & Behavioral Neuroscience, 15 (3), 644–661. https://doi.org/10.3758/s13415-015-0352-9
Katsumi, Y., Andreano, J. M., Barrett, L. F., Dickerson, B. C., & Touroutoglou, A. (2021). Greater neural differentiation in the ventral visual cortex is associated with youthful memory in superaging. Cerebral Cortex, 31 (11), 5275–5287. https://doi.org/10.1093/cercor/bhab157
Kobelt, M., Sommer, V. R., Keresztes, A., & Werkle-bergner, M. (2021). Tracking age differences in neural distinctiveness across representational levels. Journal of Neuroscience, 41 (15), 1–39. https://doi.org/10.1523/JNEUROSCI.2038-20.2021
Koch, G. E., Paulus, J. P., & Coutanche, M. N. (2020). Neural patterns are more similar across individuals during successful memory encoding than during failed memory encoding. Cerebral Cortex (New York, N.Y : 1991), 30 (7), 3872–3883. https://doi.org/10.1093/cercor/bhaa003
Koen, J. D., Hauck, N., & Rugg, M. D. (2019). The relationship between age, neural differentiation, and memory performance. Journal of Neuroscience, 39 (1), 149–162. https://doi.org/10.1523/JNEUROSCI.1498-18.2018
Koen, J. D., & Rugg, M. D. (2019). Neural dedifferentiation in the aging brain. Trends in Cognitive Sciences, 23 (7), 547–559. https://doi.org/10.1016/j.tics.2019.04.012
Koen, J. D., Srokova, S., & Rugg, M. D. (2020). Age-related neural dedifferentiation and cognition. Current Opinion in Behavioral Sciences, 32 (Figure 1), 7–14. https://doi.org/10.1016/j.cobeha.2020.01.006
Koutstaal, W. (2003). Older adults encode - But do not always use - Perceptual details: Intentional versus unintentional effects of detail on memory judgments. Psychological Science, 14 (2), 189–193. https://doi.org/10.1111/1467-9280.01441
Kriegeskorte, N., Mur, M., & Bandettini, P. (2008). Representational similarity analysis - connecting the branches of systems neuroscience. Frontiers in Systems Neuroscience, 2, 1–28. https://doi.org/10.3389/neuro.06.004.2008
LaPLume, A., Anderson, N. D., McKetton, L., Levine, B., & Troyer, A. K. (2021). When I’m 64: Age-related variability in over 40,000 online cognitive test takers. Journal of Gerontology: Psychological Sciences, 77 (1), 104–117. https://doi.org/10.1093/geronb/gbab143
Levine, B., Svoboda, E., Hay, J. F., Winocur, G., & Moscovitch, M. (2002). Aging and autobiographical memory: Dissociating episodic from semantic retrieval. Psychology and Aging, 17 (4), 677–689. https://doi.org/10.1037//0882-7974.17.4.677
Li, S. C., Lindenberger, U., & Frensch, P. A. (2000). Unifying cognitive aging: From neuromodulation to representation to cognition. Neurocomputing, 32 (33), 879–890. https://doi.org/10.1016/S0925-2312(00)00256-3
Li, S. C., Lindenberger, U., & Sikström, S. (2001). Aging cognition: From neuromodulation to representation. Trends in Cognitive Sciences, 5 (11), 479–486. https://doi.org/10.1016/S1364-6613(00)01769-1
Lindenberger, U. (2014). Human cognitive aging: Corriger la fortune?. Science, 346 (6209), 572–578. https://doi.org/10.1126/science.1254403
Machielsen, W. C. M., Rombouts, S. A. R. B., Barkhof, F., Scheltens, P., & Witter, M. P. (1999). FMRI of visual encoding: Reproducibility of activation. NeuroImage, 9 (6 PART II), 156–164. https://doi.org/10.1002/(SICI)1097-0193(200003)9:3<156::AID-HBM4>3.0.CO;2-Q
Marchewka, A., Żurawski, Ł., Jednoróg, K., & Grabowska, A. (2014). The Nencki Affective Picture System (NAPS): Introduction to a novel, standardized, wide-range, high-quality, realistic picture database. Behavior Research Methods, 46 (2), 596–610. https://doi.org/10.3758/s13428-013-0379-1
Marks, D. F. (1973). Visual imagery differences in the recall of pictures. British Journal of Psychology, 64 (1), 17–24. https://doi.org/10.1111/j.2044-8295.1973.tb01322.x
Mattis, S. (1976). Mental status examination for organic mental syndrome in the elderly patient. Geriatric Psychiatry.
McDonough, I. M., Cervantes, S. N., Gray, S. J., & Gallo, D. A. (2014). Memory’s aging echo: Age-related decline in neural reactivation of perceptual details during recollection. NeuroImage, 98 (9), 346–358. https://doi.org/10.1016/j.neuroimage.2014.05.012
Merck, C., Yamashiro, J. K., & Hirst, W. (2020). Remembering the big game: Social identity and memory for media events. Memory, 28 (6), 1–20. https://doi.org/10.1080/09658211.2020.1784232
Mitchell, K. J., & Hill, E. M. (2019). The impact of focusing on different features during encoding on young and older adults’ source memory. Open Psychology, 1 (1), 106–118. https://doi.org/10.1515/psych-2018-0008
Mitchell, K. J., & Johnson, M. K. (2009). Source monitoring 15 years later: What have we learned from fMRI about the neural mechanisms of source memory?. Psychological Bulletin, 135 (4), 638–677. https://doi.org/10.1037/a0015849
Norman, K. A., Polyn, S. M., Detre, G. J., & Haxby, J. V. (2006). Beyond mind-reading: Multi-voxel pattern analysis of fMRI data. Trends in Cognitive Sciences, 10 (9), 424–430. https://doi.org/10.1016/j.tics.2006.07.005
Nyberg, L. (2017). Functional brain imaging of episodic memory decline in ageing. Journal of Internal Medicine, 281 (1), 65–74. https://doi.org/10.1111/joim.12533
Nyberg, L., Lövdén, M., Riklund, K., Lindenberger, U., & Bäckman, L. (2012). Memory aging and brain maintenance. Trends in Cognitive Sciences, 16 (5), 292–305. https://doi.org/10.1016/j.tics.2012.04.005
Oedekoven, C. S. H., Keidel, J. L., Berens, S. C., & Bird, C. M. (2017). Reinstatement of memory representations for lifelike events over the course of a week. Scientific Reports, 7 (1), 1–12. https://doi.org/10.1038/s41598-017-13938-4
Oosterhof N N, Connolly A C and Haxby J V. (2016). CoSMoMVPA: Multi-Modal Multivariate Pattern Analysis of Neuroimaging Data in Matlab/GNU Octave. Front. Neuroinform., 10 10.3389/fninf.2016.00027
Pedraza, O., Lucas, J. A., Smith, G. E., Petersen, R. C., Graff-Radford, N. R., & Ivnik, R. J. (2010). Robust and expanded norms for the dementia rating scale. Archives of Clinical Neuropsychology, 25 (5), 347–358. https://doi.org/10.1093/arclin/acq030
Piolino, P., Coste, C., Martinelli, P., Macé, A., Quinette, P., Guillery-Girard, B., & Belleville, S. (2010). Reduced specificity of autobiographical memory and aging: Do the executive and feature binding functions of working memory have a role ? Neuropsychologia, 48 (2), 429–440. https://doi.org/10.1016/j.neuropsychologia.2009.09.035
Rissman, J., Gazzaley, A., & D’Esposito, M. (2004). Measuring functional connectivity during distinct stages of a cognitive task. NeuroImage, 23 (2), 752–763. https://doi.org/10.1016/j.neuroimage.2004.06.035
Ritchey, M., & Cooper, R. A. (2020). Deconstructing the posterior medial episodic network. Trends in Cognitive Sciences, 24 (6), 451–465. https://doi.org/10.1016/j.tics.2020.03.006
Ritchey, M., Wing, E. A., Labar, K. S., & Cabeza, R. (2013). Neural similarity between encoding and retrieval is related to memory via hippocampal interactions. Cerebral Cortex, 23 (12), 2818–2828. https://doi.org/10.1093/cercor/bhs258
Robin, J., & Moscovitch, M. (2017). Familiar real-world spatial cues provide memory benefits in older and younger adults. Psychology and Aging, 32 (3), 210–219. https://doi.org/10.1037/pag0000162
Rubin, D. C., & Schulkind, M. D. (1997). Distribution of important and wordcued autobiographical memories. Psychology and Aging, 20 (3), 524–535. https://doi.org/10.1037/0882-7974.12.3.524
Rugg, M. D., Johnson, J. D., & Uncapher, M. R. (2015). Encoding and Retrieval in Episodic Memory. The Wiley Handbook on the Cognitive Neuroscience of Memory, 84–107. https://doi.org/10.1002/9781118332634.ch5
Schacter, D. L., Kaszniak, A. W., Kihlstrom, J. F., & Valdiserri, M. (1991). The relation between source memory and aging. Psychology and Aging, 6 (4), 559–568. https://doi.org/10.1037/0882-7974.6.4.559
Schlagman, S., Kliegel, M., Schulz, J., & Kvavilashvili, L. (2009). Differential effects of age on involuntary and voluntary autobiographical memory. Psychology and Aging, 24 (2), 397–411. https://doi.org/10.1037/a0015785
St-Laurent, M., Abdi, H., Bondad, A., & Buchsbaum, B. R. (2014). Memory reactivation in healthy aging: Evidence of stimulus-specific dedifferentiation. Journal of Neuroscience, 34 (12), 4175–4186. https://doi.org/10.1523/JNEUROSCI.3054-13.2014
St-Laurent, M., Buchsbaum, B. R., & Anderson, N. (2019). How multiple retrievals affect neural reactivation in young and older adults. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 74 (7), 1086–1100. https://doi.org/10.1093/geronb/gbz075
St. Jacques, P. L., & Levine, B. (2007). Ageing and autobiographical memory for emotional and neutral events. Memory, 15 (2), 129–144. https://doi.org/10.1080/09658210601119762
Tibon, R., Fuhrmann, D., Levy, D. A., Simons, J. S., & Henson, R. N. (2019). Multimodal integration and vividness in the angular gyrus during episodic encoding and retrieval. Journal of Neuroscience, 39 (22), 4365–4374. https://doi.org/10.1523/JNEUROSCI.2102-18.2018
Trelle, A. N., Henson, R. N., & Simons, J. S. (2019). Neural evidence for age-related differences in representational quality and strategic retrieval processes. Neurobiology of Aging, 84 (12), 50–60. https://doi.org/10.1016/j.neurobiolaging.2019.07.012
Tulving, E. (1972). Episodic and semantic memory. Organization of Memory, 381–403.
Verhaeghen, P., & Marcoen, A. (1993). More or less the same? A memorability analysis on episodic memory tasks in young and older adults. Journals of Gerontology, 48 (4), 172–178. https://doi.org/10.1093/geronj/48.4.P172
West, K. L., Zuppichini, M. D., Turner, M. P., Sivakolundu, D. K., Zhao, Y., Abdelkarim, D., Spence, J. S., & Rypma, B. (2019). NeuroImage BOLD hemodynamic response function changes signi fi cantly with healthy aging. NeuroImage, 188 (December 2018), 198–207. https://doi.org/10.1016/j.neuroimage.2018.12.012
Wheeler, M. E., Petersen, S. E., & Buckner, R. L. (2000). Memory’s echo: Vivid remembering reactivates sensory-specific cortex. Proceedings of the National Academy of Sciences of the United States of America, 97 (20), 11125–11129. https://doi.org/10.1073/pnas.97.20.11125
Wing, E. A., Ritchey, M., & Cabeza, R. (2015). Reinstatement of individual past events revealed by the similarity of distributed activation patterns during encoding and retrieval. Journal of Cognitive Neuroscience, 27 (4), 679–691. https://doi.org/10.1162/jocn_a_00740
Xiao, X., Zhou, Y., Liu, J., Ye, Z., Yao, L., Zhang, J., Chen, C., & Xue, G. (2020). Individual-specific and shared representations during episodic memory encoding and retrieval. NeuroImage, 217 (8), 116909. https://doi.org/10.1016/j.neuroimage.2020.116909
Yazar, Y., Bergström, Z. M., & Simons, J. S. (2017). Reduced multimodal integration of memory features following continuous theta burst stimulation of angular gyrus. Brain Stimulation, 10 (3), 624–629. https://doi.org/10.1016/j.brs.2017.02.011
Zadbood, A., Chen, J., Leong, Y. C., Norman, K. A., & Hasson, U. (2017). How we transmit memories to other brains: Constructing shared neural representations via communication. Cerebral Cortex, 27 (10), 4988–5000. https://doi.org/10.1093/cercor/bhx202
Zaromb, F., Butler, A. C., Agarwal, P. K., & Roediger, H. L. (2014). Collective memories of three wars in United States history in younger and older adults. Memory & Cognition, 42 (3), 383–399. https://doi.org/10.3758/s13421-013-0369-7
Zheng, L., Gao, Z., Xiao, X., Ye, Z., Chen, C., & Xue, G. (2018). Reduced fidelity of neural representation underlies episodic memory decline in normal aging. Cerebral Cortex (New York, N.Y. : 1991), 28 (7), 2283–2296. https://doi.org/10.1093/cercor/bhx130