The DOI matches its Crossref record; 57 of the 57 references it cites were found in a registry or an index.
Recollection, Familiarity, and Cortical Reinstatement: A Multivoxel Pattern Analysis
Open accessAbstract
Episodic memory retrieval is thought to involve reinstatement of the neurocognitive processes engaged when an episode was encoded. Prior fMRI studies and computational models have suggested that reinstatement is limited to instances in which specific episodic details are recollected. We used multivoxel pattern-classification analyses of fMRI data to investigate how reinstatement is associated with different memory judgments, particularly those accompanied by recollection versus a feeling of familiarity (when recollection is absent). Classifiers were trained to distinguish between brain activity patterns associated with different encoding tasks and were subsequently applied to recognition-related fMRI data to determine the degree to which patterns were reinstated. Reinstatement was evident during both recollection- and familiarity-based judgments, providing clear evidence that reinstatement is not sufficient for eliciting a recollective experience. The findings are interpreted as support for a continuous, recollection-related neural signal that has been central to recent debate over the nature of recognition memory processes.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Firstly, resemblance between neural patterns elicited during encoding and retrieval has been shown in numerous studies using different types of stimuli (Polyn et al. 2005; Johnson et al. 2009; Buchsbaum et al. 2012; St-Laurent et al. 2014; Bird et al. 2015) over the past decade.”
From How We Transmit Memories to Other Brains: Constructing Shared Neural Representations Via Communication (2017) · cites this paper as Johnson et al. 2009
In the citing paper
“Prior studies have shown that neural patterns observed during the encoding of a memory are later reinstated during recall (Polyn et al. 2005; Johnson et al. 2009; Buchsbaum et al. 2012; St-Laurent et al. 2014; Bird et al. 2015; Chen et al. 2017).”
From How We Transmit Memories to Other Brains: Constructing Shared Neural Representations Via Communication (2017) · cites this paper as Johnson et al. 2009
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
A Simple Sequentially Rejective Multiple Test Procedure
(1979) · Scandinavian Journal of Statistics · doi:10.2307/4615733 · Cited by 21,526
Seel, N. M. (2012) · Springer eBooks · doi:10.1007/978-1-4419-1428-6_5195 · Cited by 19,482
Neural networks for pattern recognition
Bishop, C. (1994) · Choice Reviews Online · doi:10.5860/choice.31-5500 · Cited by 18,537
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798
AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
Cox, R. W. (1996) · Computers and Biomedical Research · doi:10.1006/cbmr.1996.0014 · Cited by 10,913
Russell, E. L., Chiang, L. H., & Braatz, R. D. (2000) · Advances in industrial control · doi:10.1007/978-1-4471-0409-4_3 · Cited by 7,938
(1967) · Medical Entomology and Zoology · Cited by 7,532
McClelland, J. L., McNaughton, B. L., & O'Reilly, R. C. (1995) · Psychological Review · doi:10.1037/0033-295x.102.3.419 · Cited by 5,256
Talairach, J., Tournoux, P., & Rayport, M. (1988) · Thieme eBooks · Cited by 5,058
On Methods in the Analysis of Profile Data
Greenhouse, S. W., & Geisser, S. (1959) · Psychometrika · doi:10.1007/bf02289823 · Cited by 4,946
Flagged first, then by citations
Cited by
Sorted by citations
Items 201–262 of 262
Multivariable pattern classification differentiates relational self-esteem from personal self-esteem
Li, J., Zeng, M., Liu, M., Zhao, X., Hu, W., Wang, C., Deng, C., Li, R., Chen, H., & Juan, Y. (2021) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsab053 · Cited by 4
Multiple-object Tracking as a Tool for Parametrically Modulating Memory Reactivation
Poppenk, J., & Norman, K. A. (2017) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01132 · Cited by 4
Self-citationWoroch, B. S., Konkel, A., & Gonsalves, B. D. (2019) · AIMS neuroscience · doi:10.3934/neuroscience.2019.4.250 · Cited by 4
Neural Mechanisms Underlying the Effects of Emotional Arousal on Memory
Turkileri, N., & Sakaki, M. (2017) · Springer eBooks · doi:10.1007/978-4-431-56591-8_4 · Cited by 3
Joensen, B. H., Ashton, J. E., Berens, S. C., Gaskell, M. G., & Horner, A. J. (2024) · Journal of Neuroscience · doi:10.1523/jneurosci.1740-23.2024 · Cited by 5
St‐Laurent, M., Rosenbaum, R. S., Olsen, R. K., & Buchsbaum, B. R. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107436 · Cited by 3
Gerver, C. R., Overman, A. A., Babu, H. J., Hultman, C. E., & Dennis, N. A. (2020) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01593 · Cited by 5
Kajimura, S., Hoshino, T., & Murayama, K. (2023) · NeuroImage · doi:10.1016/j.neuroimage.2023.119901 · Cited by 3
Amer, T., & Davachi, L. (2024) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780190917982.013.4 · Cited by 3
Frontoparietal Contributions to RetrievalPreprint
Rugg, M. D. (2022) · doi:10.31219/osf.io/wr53f · Cited by 3
Self-citationAmer, T., & Davachi, L. (2022) · doi:10.31234/osf.io/32egy · Cited by 3
Studying episodic memory using real-time fMRI
Wammes, J. D., Lin, Q., Norman, K. A., & Turk‐Browne, N. B. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822421-2.00011-9 · Cited by 2
Self-citationBauer, E., Cooper, S. E., Keller, N. E., Cisler, J. M., & Dunsmoor, J. E. (2025) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2025.07.007 · Cited by 1
Olivier, J. M., Srokova, S., Hill, P. F., & Rugg, M. D. (2025) · Cerebral Cortex · doi:10.1093/cercor/bhaf213 · Cited by 1
Self-citationEpisodic memory neural mechanisms: patterns, connectivity, and developmental dynamics
Qu, J., Fu, J., Liu, X., Chen, M., Yang, T., & Shen, Z. (2025) · Brain and Cognition · doi:10.1016/j.bandc.2025.106374 · Cited by 2
A neural state space for episodic memories
Horner, A. J. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.10.009 · Cited by 3
Microscopic functional specificity can be predicted from fMRI signals in ventral visual areas
Kang, D., Choi, U.-S., & Sung, Y. (2014) · Magnetic Resonance Imaging · doi:10.1016/j.mri.2014.05.006 · Cited by 1
Bai, X., Liu, T., Xing, M., & Yanbin, G. O. N. G. (2015) · Advances in Psychological Science · doi:10.3724/sp.j.1042.2015.00349 · Cited by 1
Attentional cueing induces false memory
Miyoshi, K., & Ashida, H. (2016) · Consciousness and Cognition · doi:10.1016/j.concog.2016.05.006 · Cited by 1
Zhao, Y., & Kuhl, B. A. (2024) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780190917982.013.37 · Cited by 2
The Role of Visual and Verbal Processes in False Memory Susceptibility on the Misinformation Effect
Kiat, J. E. (2018) · Lincoln (University of Nebraska) · doi:10.13140/rg.2.2.32151.21920 · Cited by 1
Probing emotional recognition memory: how different response formats affect response behaviour
Sommer, T., Schröter, R., & Bayer, J. (2021) · Memory · doi:10.1080/09658211.2021.1974049 · Cited by 1
Shafer, A. T. (2015) · ERA: Education and Research Archive (University of Alberta) · doi:10.7939/r3cc0v533 · Cited by 1
Effects of age on neural reinstatement during memory retrieval
Rugg, M. D., & Srokova, S. (2023) · Elsevier eBooks · doi:10.1016/b978-0-12-820480-1.00020-6 · Cited by 1
Self-citationLee, Y., Lee, H., & Chen, J. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.12.11.627957 · Cited by 1
Neuronal signatures of successful one-shot memory in mid-level visual cortexPreprint
DiRisio, G. F., Xue, C., & Cohen, M. R. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.09.22.677855 · Cited by 1
Encoding-Retrieval Relationships in Episodic Memory: A Functional Neuroimaging Perspective
Wing, E. A. (2015) · DukeSpace (Duke University)
Reactivation Hypothesis in Episodic Memory: From the Findings of Neuroimaging Studies
Ueno, A., Okuda, J., & Fujii, T. (2013) · Springer eBooks · doi:10.1007/978-94-007-4792-0_102
Simulating personal future events: Contributions from episodic memory and beyond
Gaesser, B. (2014) · Digital Access to Scholarship at Harvard (DASH) (Harvard University)
Sung, Y., Choi, U.-S., & Ogawa, S. (2014) · Journal of Behavioral and Brain Science · doi:10.4236/jbbs.2014.49039
Retrieval from the Brain's Perspective
Axmacher, N., & Fell, J. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00231
A signal-detection-based investigation into the nature of recognition memory
Mickes, L. (2010) · eScholarship (California Digital Library)
ThetaandHigh-FrequencyActivityMarkSpontaneous RecallofEpisodicMemories
Evans, J., & KarlHealey, M. (2014)
Decoding visual perception from human brain activity
Kamitani, Y. (2010) · Frontiers in Neuroscience · doi:10.3389/conf.fnins.2010.13.00007
An Investigation on the Formation and Development of Non-English Major' English Mental Lexicon
Yao, W. (2016) · International Conference on Education, Sports, Arts and Management Engineering (ICESAME) · doi:10.2991/icesame-16.2016.284
Walker, J. (2016) · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)
Wynn, J. S. (2014) · TSpace (University of Toronto)
Wang, S.-F., Carr, V. A., Favila, S. E., Bailenson, J. N., Brown, T. I., Jiang, J., & Wagner, A. D. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.11.18.389346
Houidi, Z. B. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2101.04137 · Cited by 1
Neural signatures of compression in the retelling of past eventsPreprint
Musz, E., & Chen, J. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.09.21.461232
Sabo, M., & Schneider, D. A. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.02.21.481285
The precision of retrieving temporal information : behavioral and electrophysiological studies
Scofield, J. E. (2020) · MOspace Institutional Repository (University of Missouri) · doi:10.32469/10355/81565
Feldman, S. B.-Z., Soroker, N., & Levy, D. A. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.10.21.512938
Neural Representation of Multi-Object Attention: Evidence from MagnetoencephalographyPreprint
Liu, C., & Yang, X. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4645883
Backpropagation-Based Recollection of Memories: Biological Plausibility and Computational EfficiencyPreprint
Houidi, Z. B. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.02.05.578854
Faul, L., & Kensinger, E. A. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-15754-7.00011-0
Memory reactivation and transformation
Ye, Z., & Kuhl, B. A. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-15754-7.00026-2 · Cited by 1
Liu, C., Yang, X., & Xu, X. (2025) · Neurocomputing · doi:10.1016/j.neucom.2025.129920
Early Visual Cortex Supports One-Shot Episodic Memory via Spatially Tuned ReactivationPreprint
Woodry, R., Winawer, J. A., & Favila, S. E. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.04.04.647327
Brain substrates of visual scene memory: a lesion-behavior mapping study
Feldman, S. B.-Z., Soroker, N., & Levy, D. A. (2025) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2025.1606051
Zentall, T. R. (2025) · Translational Neuroscience · doi:10.1515/tnsci-2025-0383
Chitic, D., Zdravkov, K. S., Dounavi, V., Nieuwenstein, M. R., & Wischnewski, M. (2026) · European Journal of Neuroscience · doi:10.1111/ejn.70431
Rahman, H., Rowchan, K., & Wammes, J. D. (2026) · Psychonomic Bulletin & Review · doi:10.3758/s13423-025-02779-2
Rezaei, A., Areshenkoff, C. N., Gale, D. J., Oby, E. R., Smallwood, J., Flanagan, J. R., Wammes, J. D., & Gallivan, J. P. (2026) · PLoS Biology · doi:10.1371/journal.pbio.3003684
Saive, A.-L. (2015) · theses.fr (ABES) · doi:10.70675/5358e3c3z90ccz4228z889fz080b02a87254 · Cited by 1
La somniloquie : un modèle pour l'étude de la consolidation mnésique verbale pendant le sommeil
Uguccioni, G. (2015) · theses.fr (ABES) · doi:10.70675/e340385dzc46bz4e59z9c16z216cb0dd5810
Li, B., Jiang, C., Liu, Y., Yang, Z., Yao, A., Zhang, X., Liu, Y., Xie, H., Hollunder, B., Strange, B. A., et al. (2026) · medRxiv · doi:10.64898/2026.06.17.26355856
Large-scale brain network reinstatement supports recognition memory
Sheng, J., Li, J., Zeng, X., & Wang, J. (2026) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2603685123
From Contrasts to Representations: Rethinking fMRI Approaches for Cortico-Cerebellar Networks
Irving, C. N., King, M. B., & LeBel, A. (2026) · The Cerebellum · doi:10.1007/s12311-026-02099-8
The role of contextual similarity on brain activity patterns for associated eventsPreprint
Gurguryan, L., Olivier, J. M., & Dimsdale-Zucker, H. R. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.10.19.760268
Metadata
- Authors
- Johnson, J. D., McDuff, S. G. R., Rugg, M. D., & Norman, K. A.
- Affiliations
- University of California, Irvine (US)
- Princeton University (US)
- Corresponding author
- Johnson, Jeffrey D.
- Venue
- Neuron
- Publisher
- Elsevier BV
- Published
- 2009-09
- Volume
- 63
- Issue
- 5
- Pages
- 697-708
- ISSN
- 0896-6273 (ISSN-L)
- PMC
- PMC2771457
- OpenAlex
- W2012565553
- Cited by
- 262
- References
- 57
- Citations by year
- 2026: 7 · 2025: 13 · 2024: 10 · 2023: 7 · 2022: 13 · 2021: 10 · 2020: 9 · 2019: 17 · 2018: 12 · 2017: 17 · 2016: 18 · 2015: 33 · 2014: 22 · 2013: 24 · 2012: 14
- FWCI
- 7.81
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Neuron (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Princeton University
- National Institutes of Health (5r01mh072966-11)
- National Institute of Mental Health (R01-MH072966, P50MH062196)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Keywords
- episodic memory retrieval, recollection, familiarity, reinstatement, recognition memory, memory judgments, encoding specificity
- MeSH terms
- Adolescent, Adult, Analysis of Variance, Brain, Female, Humans, Magnetic Resonance Imaging, Male, Neuropsychological Tests, Reaction Time, Mental Recall, Signal Processing, Computer-Assisted, Recognition, Psychology, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review