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Recollection and familiarity: Examining controversial assumptions and new directions
Open accessAbstract
It is well accepted that recognition memory reflects the contribution of two separable memory retrieval processes, namely recollection and familiarity. However, fundamental questions remain regarding the functional nature and neural substrates of these processes. In this article, we describe a simple quantitative model of recognition memory (i.e., the dual‐process signal detection model) that has been useful in integrating findings from a broad range of cognitive studies, and that is now being applied in a growing number of neuroscientific investigations of memory. The model makes several strong assumptions about the behavioral nature and neural substrates of recollection and familiarity. A review of the literature indicates that these assumptions are generally well supported, but that there are clear boundary conditions in which these assumptions break down. We argue that these findings provide important insights into the operation of the processes underlying recognition. Finally, we consider how the dual‐process approach relates to recent neuroanatomical and computational models and how it might be integrated with recent findings concerning the role of medial temporal lobe regions in other cognitive functions such as novelty detection, perception, implicit memory and short‐term memory. © 2010 Wiley‐Liss, Inc.
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“Improving the effects of early SWS-rich sleep on declarative memory appeared to be overall more consistent with free (or cued) recall measures than with recognition measures of memory (265, 326, 667, 966; see Ref. 297, for a review), possibly reflecting that unlike recollection, familiarity based recognition taps to a greater extent implicit components of these memories (1343,1344).”
From About Sleep's Role in Memory (2013) · cites this paper as [1344]
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“This notion is supported by a growing body of evidence (for review see Yonelinas et al., 2010), including intact memory for unitized associations in healthy older adults (Bastin et al., 2013; Delhaye et al., 2018; Delhaye & Bastin, 2018; Memel & Ryan, 2017; Troyer et al., 2011).”
Normative Data For Nonverbal Memory Tests In A Sample Of Deaf Adults that use French Sign Language
Fleurion, D., Vignal, F., & Drion, B. (2025) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803395.2025.2530564 · Cited by 1
“The same procedure was used for Set B, but the aspect of the three other doors was very different from the door to recall, requiring retrieval of detailed qualitative information from memory (conscient rememorization) (Yonelinas et al., 2010).”
Gan, A. K. X., Whatley, M. C., & Castel, A. D. (2025) · Memory · doi:10.1080/09658211.2025.2502488 · Cited by 1
“Recognition paradigms allow us to separate fine-grained recollection processes from more familiarity-based memory (see Yonelinas, 2002; Yonelinas et al., 2010 for detailed discussion of recollection and familiarity).”
Dai, J., Liang, P., Li, X., Zhang, J., Tian, L., Mao, X., & Guo, C. (2025) · Brain and Cognition · doi:10.1016/j.bandc.2025.106300 · Cited by 1
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Weisberg, R. W. (2025) · Creativity Research Journal · doi:10.1080/10400419.2025.2461823 · Cited by 1
“That is, one is making a judgment based on objective (or quasi-objective) information – whether or not some event matches information in memory, or produces a feeling of familiarity (Yonelinas et al., 2010)).”
Lobato-Camacho, F. J., Vargas, J. P., & López, J. C. (2025) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2025.173986 · Cited by 2
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“That is, according to the dual-process model of memory, a “remember” response reflects recollection (retrieval with specific details) and a “know” response indicates familiarity (retrieval without specific details; Slotnick, 2013; Yonelinas et al., 2010).”
Lukic, L. Z. K., Möck, N., Verschuère, B., & Sauerland, M. (2024) · Psychological Research · doi:10.1007/s00426-024-02003-1 · Cited by 2
Improving memory through choice and deliberation in decision‐making: Evidence from ERPs
Zhang, J., Dai, J., Tian, L., Xu, Z., Zhang, M., Zhang, P., Guo, C., & Li, Q. (2024) · Psychophysiology · doi:10.1111/psyp.14662 · Cited by 1
“Based on previous literature, the semantic conceptual processing increases recognition memory based on familiarity-related FN400 (Meyer et al., 2007), while elaborate information processing enhances recognition memory based on recollection-related LPC (Yonelinas et al., 2010).”
Different memory systems in food-hoarding birds: A response to Pravosudov
Smulders, T., & Read, J. C. A. (2024) · Learning & Behavior · doi:10.3758/s13420-024-00630-7 · Cited by 1
Self-processing and social functioning in autistic preschoolers.
Ford, R. M., & McLean, T. L. (2023) · British Journal of Developmental Psychology · doi:10.1111/bjdp.12468 · Cited by 1
On the retrieval of earliest memories
Ece, B., & Goktas, N. (2023) · Memory · doi:10.1080/09658211.2023.2280498 · Cited by 1
“In line with the dual-process model, recollection and familiarity have been associated with di ff erent brain regions such that recollection seems to tap the hippocampus, whereas familiarity judgments seem to tap the perirhinal cortex (e.g., Schoemaker et al., 2014; Yonelinas et al., 2005, 2010).”
BackgroundHugeri, O., Vakil, E., & Levy, D. A. (2022) · bioRxiv · doi:10.1101/2022.10.22.513054 · Cited by 1
“enable the formation of a unitized representation (Quamme et al., 2007; Tibon et al., 2014; for review, see Mecklinger & Jäger, 2009; Yonelinas et al., 2010).”
BackgroundNorton, C. M., Ibinson, J., Pcola, S. J., Popov, V., Tremel, J. J., Reder, L., Fiez, J., & Vogt, K. (2022) · Experimental Brain Research · doi:10.1007/s00221-022-06467-8 · Cited by 1
Souza, C. D. A., Garrido, M. V., Horchak, O. V., Barahona-Corrêa, B., & Carmo, J. C. (2022) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-022-05579-y · Cited by 4
“These results are consistent with the idea of an engagement of the episodic system in case of novelty or when the item is inconsistent with the available prototype (see also Bonasia et al., 2018; Dudai et al., 2015; Yonelinas et al., 2010).”
BackgroundResultInfluentialExpectation of irrelevant novel stimuli has no consistent effect on recognition memory
Reichardt, R., Simor, P., & Polner, B. (2022) · Scandinavian Journal of Psychology · doi:10.1111/sjop.12807 · 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
“memory can be performed by fitting the dual-process model of recognition memory to the ROC derived from the confidence ratings (Dunn, 2010; Yonelinas et al., 2010).”
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Neurophysiological Correlates of the Dunning-Kruger EffectPreprint
Muller, A., Sirianni, L. A., & Addante, R. J. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2019.12.26.888511 · Cited by 2
“, 2017) to calculate parameter estimates of their Decision Criterion (C), Response Bias (B), Recollection (Ro), and Familiarity (F) process contributions to performing the memory task (Yonelinas, 2002; 2004; Park & Yonelinas, 2011; Yonelinas et al., 2010; Koen et al., 2017).”
BackgroundMethodInfluentialEvidence of relational retrieval, even in the absence of the relational eye movement effect (REME)
Nagy, M., & Király, I. (2018) · Consciousness and Cognition · doi:10.1016/j.concog.2018.10.003 · Cited by 3
Parker, A., & Dagnall, N. (2018) · Memory · doi:10.1080/09658211.2018.1495236 · Cited by 6
“Thus, individuals can remember more or less of the precise episodic details of an event and this will translate into variations in the responses on the rating scale; albeit with all such memories being rated as high on the response sale continuum (Yonelinas et al., 2010).”
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“According to the dual-process model of recognition memory (Yonelinas et al , 2010), recollection is a threshold process which constitutes the recall of detailed and specific qualitative information.”
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Proverbio, A., Vanutelli, M. E., & Viganò, S. (2017) · bioRxiv · doi:10.1101/208256 · Cited by 1
“…literature on prefrontal encoding of unfamiliar information (e.g., Lee et al., 2014; Tulving et al., 1996), as well as with electrophysiological literature predicting a smaller anterior negativity to more familiar than new items (e.g., Yonelinas et al., 2010, Proverbio and Orlandi, 2016).”
BackgroundRecognizing voice: the child with autism spectrum disorder
Chuileann, S. N., & Quigley, J. (2016) · Journal of Assistive Technologies · doi:10.1108/jat-04-2015-0011 · Cited by 1
Rosenstreich, E., & Goshen-Gottstein, Y. (2015) · PLoS ONE · doi:10.1371/journal.pone.0134758 · Cited by 1
Hypergraph-Based Recognition Memory Model for Lifelong Experience
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“However, studies on a computational recognition memory model for lifelong learning remain insufficient.”
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Eye movement markers of relational encoding predict scene memory precisionPreprint
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“Compared to recognition paradigms, this task places greater demands on the content and fidelity of the encoded representation, as successful memory cannot be supported by familiarity judgements alone (Yonelinas, 2002; Yonelinas et al., 2010).”
Liu, X., Li, M., Hu, Z., & Yang, J. (2026) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2026.108219
Pre-sleep acute stress modulates sleep-dependent emotional memory
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Perceptions of Appearance, Voice, and Motion Familiarity in Virtual Agents
Mukanova, M., Yang, F.-Z., Adamo, N., & Mousas, C. (2026) · ACM Symposium on Applied Perception · doi:10.1145/3821409.3821460
McNeely-White, K. L., Liégeois‐Chauvel, C., Yonelinas, A. P., Huebert, A. M., & Pedersen, N. P. (2026) · Consciousness and Cognition · doi:10.1016/j.concog.2026.104115
Self-citationAre Creative People More Susceptible to False Memory? Evidence for Age- and Task-Related Differences
West, J. T., Luchini, S., Beaty, R., & Dennis, N. (2026) · Creativity Research Journal · doi:10.1080/10400419.2026.2703186
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“Associative memory satisfies that requirement better than a broad “ memory impairment ” label because it is hippocampus-dependent, dissociable from more familiarity-based item recognition, and strongly tied to binding operations that are vulnerable in later life [39 – 41].”
Faibishenko, J. S., Bogdan, P. C., Dolcos, S. M., & Dolcos, F. (2026) · Cognition & Emotion · doi:10.1080/02699931.2026.2674930
“…Remember responses as a measure of subjective RM is consistent with traditional (Eichenbaum et al., 1992) and contemporary views (e.g. Butterworth et al., 2023; Dimsdale-Zucker et al., 2022; Dolcos et al., 2005; Frithsen et al., 2019; Sadeh et al., 2018; Wais et al., 2010; Yonelinas et al., 2010).”
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Hanert, A., & Pedersen, A. (2026) · Scientific Reports · doi:10.1038/s41598-026-53083-5
Festag, L., Zaiser, A., Meyer, P., & Bader, R. (2026) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2026.109507
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Bu, T., Zhang, M., Hu, L., & Qian, H. (2025) · Neurocomputing · doi:10.1016/j.neucom.2025.132027
Acevedo, A. R., Slotnick, S. D., & Jeye, B. M. (2025) · Journal of Memory and Language · doi:10.1016/j.jml.2025.104714
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Huebert, A. M. (2026) · Memory & Cognition · doi:10.3758/s13421-025-01842-6
“In the context of recognition memory, familiarity is the sense that something has been encountered before, but without being able to recall specifics of the prior encounter (Yonelinas, 2002; Yonelinas et al., 2010).”
Jia, Y.-P., Yang, P.-P., Wu, Y., & Liu, G.-X. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.106042
The Component Structure of Memory during Development
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“There is evidence that recall and recognition tap neuroanatomically separable brain networks, with recall relying more heavily on the hippocampus, whereas recognition may rely on cortical regions in the surrounding temporal lobes (Yonelinas, 2002; Yonelinas et al., 2010).”
Liu, X.-S., Wang, L., & Yang, J.-J. (2025) · Learning & memory (Cold Spring Harbor, N.Y.) · doi:10.1101/lm.054147.125
Festag, L., Tarantini, L., Mecklinger, A., & Bader, R. (2025) · Memory & Cognition · doi:10.3758/s13421-025-01794-x
Liu, Z., Wang, Y., Zhu, Y.-J., Song, X., Dai, T.-Q., Liu, W., & Yang, Q. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105438
Chrysanthidis, N., Fiebig, F., Lansner, A., & Herman, P. A. (2025) · Scientific Reports · doi:10.1038/s41598-025-12611-5 · Cited by 1
“We consider recency a more precise term than familiarity even if the latter has been linked to the general notion of memory strength affected among others by stimulus recency 28 .”
Anesthetic Amnesia: The Forgotten Importance of Forgetting?
Pryor, K. O., Jiang, Y., & SLEIGH, J. W. (2025) · Anesthesiology · doi:10.1097/aln.0000000000005544
Lü, Z., Liu, J., Shang, C., Yu, J., Wei, P., & Zhang, Q. (2025) · Psychophysiology · doi:10.1111/psyp.70104
“According to dual-process models, memory retrieval involves two processes: familiarity and recollection (Yonelinas 2002; Yonelinas et al. 2010).”
Fernandez, A., Quigley, L., Dobson, K. S., & Sears, C. R. (2025) · Journal of Experimental Psychopathology · doi:10.1177/20438087251347673
Graceful forgetting: Memory as a processPreprint
Alain De Cheveigné, A. (2025) · arXiv (Cornell University) · doi:10.48550/arxiv.2502.11105
“The advantage of separa;ng the laoer is that the dele;on process can react rapidly to the need for space, and informa;on loss is delayed to the last moment so that priori;es can be revised based on the latest input (which the most useful according to heuris;c 1).”
Zhang, B.-H., Abdullah, A., Yan, M.-M., Hou, Y.-Q., Chen, A.-T., & McLaren, H. (2025) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2025.1507782
Emotional stimuli boost incidental learning through predictive processing
Friedman-Oskar, M., Sahar, T., Makovski, T., & Okon‐Singer, H. (2024) · Cognition & Emotion · doi:10.1080/02699931.2024.2418444 · Cited by 1
“Nevertheless, the difference in performance between the familiarisation and repetition detection tasks likely reflects distinct memory processes (Buchler et al., 2008; Yonelinas et al., 2010), and successful repetition detection may not always translate directly to better memory performance.”
Sakakibara, Y., Kusutomi, T., Kondoh, S., Etani, T., Shimada, S., Imamura, Y., Naruse, Y., Fujii, S., & Ibaraki, T. (2024) · bioRxiv · doi:10.1101/2024.10.29.620793
“Recollection involves retrieving specific details about a past event, while familiarity refers to a general sense that something has been encountered before, without recalling specific details 47 .”
BackgroundVerb marking and classification of adjectival predicates in creoles
Prescod, P. (2024) · Journal of Pidgin and Creole Languages · doi:10.1075/jpcl.00135.pre
Zhou, F., Jiang, Y., & Yue, Y. (2024) · Memory · doi:10.1080/09658211.2024.2314516
“Familiarity is a sensation of having previously encountered something or someone without retrieving any additional information, while recollection involves retrieving additional contextual informationabout the previous encounter(Yone-linas, 2002; Yonelinas et al., 2010).”
A neural mechanism for discriminating social threat from social safetyPreprint
Kassraian, P., Bigler, S. K., Gilly, D. M., Shrotri, N., & Siegelbaum, S. (2023) · bioRxiv · doi:10.1101/2023.07.04.547723
“…whether the same brain regions that are responsible for the detection of familiarity versus novelty are also important for episodic recollection (Mandler, 1980; Eichenbaum et al. 2007; Yonelinas et al., 2010), e.g. of the valence of past social experiences to generate social fear specificity.”
BackgroundMiranda, M., Silva, A., Morici, J. F., Coletti, M. A., Belluscio, M., & Bekinschtein, P. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.03.14.532607
“Both computational models and theoretical dual process models (DPM) have considered episodic memory retrieval as dichotomic, with reactivation of the neuronal ensemble occurring when the available information exceeds a given threshold [35, 36].”
BackgroundHildebrandt, H. (2021) · Zeitschrift für Neuropsychologie · doi:10.1024/1016-264x/a000337
A multistage retrieval account of associative recognition ROC curvesPreprint
Hakobyan, O., & Cheng, S. (2021) · Learning & memory (Cold Spring Harbor, N.Y.) · doi:10.1101/lm.053432.121
“One such controversy focuses on the involvement of two putative, distinct memory processes: familiarity and recollection (Mandler 1980; Yonelinas et al. 2010).”
BackgroundSchultz, H., Sommer, T., & Peters, J. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.09.14.460299
“This is in line with the dual process signal detection model (DPSD) of recognition memory, which assumes that some of the queried words – namely, those that are recollected – are accompanied by neural reinstatement of the associated information (Eichenbaum et al., 2007; Yonelinas et al., 2010).”
BackgroundMethodResultInfluentialTotal recall: episodic memory retrieval, choice, and memory confidence in the ratPreprint
Joo, H. R., Liang, H.-X., Chung, J. E., Geaghan-Breiner, C., Fan, J., Nachman, B., Kepecs, A., & Frank, L. (2020) · bioRxiv · doi:10.1101/2020.12.14.420174
Dopkins, S., & Galyer, D. (2019) · Acta Psychologica · doi:10.1016/j.actpsy.2019.102933
Jonin, P. (2019) · theses.fr (ABES) · doi:10.70675/6b93ec30za36az4c78z8aa8z7f2652fcdd97
“→Familiarity rather refers to as a mere feeling of prior occurrence, without any information retrieval about the study episode, typically leading to a large range of confidence in memory judgment (Endel Tulving, 1985; Yonelinas et al., 2010).”
BackgroundZhang, J.-H., Andreano, J. M., Dickerson, B., Touroutoglou, A., & Barrett, L. (2018) · bioRxiv · doi:10.1101/254193
Bringing very long term memories back to life
Larzabal, C. (2017) · theses.fr (ABES) · doi:10.70675/9c7cfd48zd8b8z4540z92e0z5c62087367cf
“167 clear yet whether they can be considered as variations of the same process (Dunn, 2004; Wixted, 2009) or emerge from distinct ones (Jacoby, 1991; Mandler, 1980; Yonelinas et al., 2010).”
BackgroundHorn, M. (2017) · doi:10.70675/fa687d4bz7d5cz4ba8z829azf344245fc1ab
“Bien que le rôle de ces structures dans le souvenir et la familiarité fasse encore débat, de nombreux auteurs s'entendent sur l'implication du cortex périrhinal dans la familiarité et de l’hippocampe dans le souvenir (Brown and Aggleton, 2001; Eichenbaum et al., 2007; Kafkas and Migo, 2009; Squire et al., 2007; Yoneli…”
BackgroundInfluentialStudte, S. (2016) · doi:10.22028/d291-23439
“The third type of tests is called associative tests; this is a kind of memory task which is thought to make familiarity-based decisions insufficient to support correct responding (Yonelinas et al., 2010).”
BackgroundFractionation of Memory in Patient Populations: A Memory Systems Perspective
Mahoney, E. J., & Hannula, D. E. (2014) · Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders · doi:10.1044/nnsld24.2.50
Besson, G. (2013) · theses.fr (ABES) · doi:10.70675/0891b9d7z59c1z4677z9af7z170fb2104884
“Selon ce principe en effet, la familiarité peut contribuer à établir des jugements de reconnaissance associative ou de source, si la paire d’items ou l’item et sa source ont été ‘unitizées’ à l’encodage : c’est-à-dire traitées comme un seul item ‘unitizé’, plutôt que comme deux items séparés arbitrairement reliés entr…”
BackgroundL’effet de vérité induit par la répétition : revue critique de l’hypothèse de familiarité
Béna, J., Carreras, O., & Terrier, P. (2019) · L’Année psychologique · doi:10.3917/anpsy1.193.0397 · Cited by 3
The contributions of sleep-related consolidation to emotional item and associative memory.
Sopp, M. R. (2017) · doi:10.22028/d291-26877
“If this criterion value is exceeded by an individual item’s memory strength (such as a word or an image in a memory task) it is classified as “old” (Squire et al., 2007; Yonelinas et al., 2010).”
BackgroundInfluentialNeurobiology of Recognition Memory
Manns, J. R. (2017) · Elsevier eBooks · doi:10.1016/b978-0-12-809324-5.21075-4 · Cited by 1
The Cognitive Neuroscience of Realizing Delayed Intentions
Cohen, A.-L., & Hicks, J. (2017) · doi:10.1007/978-3-319-68990-6_2
The aging episodic memory and factors which influence it : an electrophysiological investigation
Scheuplein, A.-L. (2015) · doi:10.22028/d291-23418
“Importantly, whereas both processes can account for recognition of item information, recognition of associated information depends primarily on recollection (Yonelinas et al., 2010).”
BackgroundResultInfluentialBader, R. (2014) · doi:10.22028/d291-23373
“Conversely, the parahippocampal gyrus can only deal with representations which are non-relational in nature (Aggleton & Brown, 2006; Diana, Yonelinas, & Ranganath, 2007; Henke, 2010; Montaldi & Mayes, 2010; Opitz, 2010b; Ranganath, 2010; Mayes, Montaldi, & Migo, 2007; Yonelinas et al., 2010).”
BackgroundInfluentialMemory search in event construction
Prabhakar, J. (2014) · doi:10.7282/t3gh9jd1 · Cited by 1
RECOLLECTION OF EPISODIC MEMORY AND THE HIPPOCAMPUS: EVIDENCE FROM FMRI
Suzuki, M. (2012) · PSYCHOLOGIA · doi:10.2117/psysoc.2012.63
“One model (Yonelinas et al., 2010) assumes that recollection is a discontinuous process; i.e., that recollection depends on whether a test item elicits a recollection signal.”
Background
Metadata
- Authors
- Yonelinas, A. P., Aly, M., Wang, W., & Koen, J. D.
- Affiliations
- University of California, Davis (US)
- Corresponding author
- Yonelinas, Andrew P.
- Venue
- Hippocampus
- Publisher
- Wiley
- Published
- 2010-09-16
- Volume
- 20
- Issue
- 11
- Pages
- 1178-1194
- ISSN
- 1050-9631 (ISSN-L)
- 1098-1063
- PMC
- PMC4251874
- OpenAlex
- W2038244455
- Cited by
- 571
- References
- 156
- Citations by year
- 2026: 22 · 2025: 37 · 2024: 39 · 2023: 42 · 2022: 66 · 2021: 45 · 2020: 34 · 2019: 39 · 2018: 27 · 2017: 27 · 2016: 26 · 2015: 46 · 2014: 37 · 2013: 32 · 2012: 28
- FWCI
- 1.91
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Hippocampus (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (MH59325, R01MH059352)
- 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
- recollection, familiarity, recognition memory, memory retrieval, neural substrates of memory, boundary conditions, medial temporal lobe, novelty detection, implicit memory, short-term memory, computational model of memory
- MeSH terms
- Amnesia, Animals, Association Learning, Hippocampus, Humans, Magnetic Resonance Imaging, Models, Psychological, Mental Recall, ROC Curve, Signal Detection, Psychological, Recognition, Psychology
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