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Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Hippocampal activation during transitive inference in humans
inferredcites →https://doi.org/10.1002/hipo.20009openalex-snapshot
Hippocampal contribution to the novel use of relational information in declarative memory
inferredcites →https://doi.org/10.1002/hipo.450020209openalex-snapshot
Computational constraints suggest the need for two distinct input systems to the hippocampal CA3 network
inferredcites →https://doi.org/10.1002/hipo.450040605openalex-snapshot
Hippocampal conjunctive encoding, storage, and recall: Avoiding a trade‐off
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Hippocampal synaptic enhancement and information storage within a distributed memory system
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JAGS
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Insight Reconfigures Hippocampal-Prefrontal Memories
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How cognitive modeling can benefit from hierarchical Bayesian models
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Integrating Memories in the Human Brain: Hippocampal-Midbrain Encoding of Overlapping Events
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Hippocampal and Ventral Medial Prefrontal Activation during Retrieval-Mediated Learning Supports Novel Inference
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The Emergence and Representation of Knowledge about Social and Nonsocial Hierarchies
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Can We Reconcile the Declarative Memory and Spatial Navigation Views on Hippocampal Function?
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An investigation of learning strategy supporting transitive inference performance in humans compared to other species
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The Hippocampus, Memory, and Place Cells
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Simulating symbolic distance effects in the transitive inference problem
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Neuromodulation: acetylcholine and memory consolidation
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Conjunctive representations in learning and memory: Principles of cortical and hippocampal function.
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Acquired equivalence and distinctiveness of cues: II. Neural manipulations and their implications.
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Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory.
inferredcites →https://doi.org/10.1037/0033-295x.110.4.611openalex-snapshot
Modeling hippocampal and neocortical contributions to recognition memory: A complementary-learning-systems approach.
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The Temporal Context Model in Spatial Navigation and Relational Learning: Toward a Common Explanation of Medial Temporal Lobe Function Across Domains.
inferredcites →https://doi.org/10.1037/a0028681openalex-snapshot
Generalization through the recurrent interaction of episodic memories: A model of the hippocampal system.
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Bayesian estimation supersedes the t test.
inferredcites →https://doi.org/10.1038/379255a0openalex-snapshot
Conservation of hippocampal memory function in rats and humans
inferredcites →https://doi.org/10.1038/ncomms9151openalex-snapshot
Learning-related representational changes reveal dissociable integration and separation signatures in the hippocampus and prefrontal cortex
inferredcites →https://doi.org/10.1038/nn.2498openalex-snapshot
Resistance to forgetting associated with hippocampus-mediated reactivation during new learning
inferredcites →https://doi.org/10.1038/nn.4138openalex-snapshot
Memory hierarchies map onto the hippocampal long axis in humans
inferredcites →https://doi.org/10.1073/pnas.94.13.7109openalex-snapshot
The hippocampus and memory for orderly stimulus relations
inferredcites →https://doi.org/10.1080/00031305.1998.10480547openalex-snapshot
Markov Chain Monte Carlo in Practice: A Roundtable Discussion
inferredcites →https://doi.org/10.1098/rstb.1971.0078openalex-snapshot
Simple memory: a theory for archicortex
inferredcites →https://doi.org/10.1098/rstb.2014.0383openalex-snapshot
Memory, modelling and Marr: a commentary on Marr (1971) ‘Simple memory: a theory of archicortex’
inferredcites →https://doi.org/10.1126/science.1221936openalex-snapshot
Memory’s Penumbra: Episodic Memory Decisions Induce Lingering Mnemonic Biases
inferredcites →https://doi.org/10.1146/annurev.neuro.27.070203.144130openalex-snapshot
THE MEDIAL TEMPORAL LOBE
inferredcites →https://doi.org/10.1146/annurev.psych.55.090902.141555openalex-snapshot
The Psychology and Neuroscience of Forgetting
inferredcites →https://doi.org/10.1162/089892903321208123openalex-snapshot
Dissociating Hippocampal versus Basal Ganglia Contributions to Learning and Transfer
inferredcites →https://doi.org/10.1162/jocn.2006.18.7.1156openalex-snapshot
An fMRI Analysis of the Human Hippocampus: Inference, Context, and Task Awareness
inferredcites →https://doi.org/10.1177/0049124104268644openalex-snapshot
Multimodel Inference
inferredcites →https://doi.org/10.1201/9780429258411openalex-snapshot
Bayesian Data Analysis
inferredcites →https://doi.org/10.1214/009053604000001048openalex-snapshot
Analysis of variance—why it is more important than ever
inferredcites →https://doi.org/10.1214/06-ba117aopenalex-snapshot
Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)
inferredcites →https://doi.org/10.1214/aos/1176344136openalex-snapshot
Estimating the Dimension of a Model
inferredcites →https://doi.org/10.1214/ss/1177011136openalex-snapshot
Inference from Iterative Simulation Using Multiple Sequences
inferredcites →https://doi.org/10.1371/journal.pone.0010773openalex-snapshot
The Bank of Standardized Stimuli (BOSS), a New Set of 480 Normative Photos of Objects to Be Used as Visual Stimuli in Cognitive Research
inferredcites →https://doi.org/10.1523/jneurosci.3250-10.2010openalex-snapshot
Flexible Memories: Differential Roles for Medial Temporal Lobe and Prefrontal Cortex in Cross-Episode Binding
inferredcites →https://doi.org/10.1523/jneurosci.5846-11.2012openalex-snapshot
Neural Reactivation Reveals Mechanisms for Updating Memory
inferredcites →https://doi.org/10.2307/271063openalex-snapshot
Bayesian Model Selection in Social Research
inferredcites →https://doi.org/10.3389/fnhum.2012.00070openalex-snapshot
The hippocampus and inferential reasoning: building memories to navigate future decisions
inferredcites →https://doi.org/10.3389/fnhum.2012.00157openalex-snapshot
What representations and computations underpin the contribution of the hippocampus to generalization and inference?
inferredcites →https://doi.org/10.3758/bf03194105openalex-snapshot
A practical solution to the pervasive problems ofp values
inferredcites →https://doi.org/10.3758/bf03197276openalex-snapshot
Associative retrieval processes in free recall

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Confirming a Hunch? Using Study Choices to Understand Metacognition in Memory-Based Inference
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Deep limitations? Examining expert disagreement over deep learning
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Memory separation and integration
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Mechanisms of systems consolidation and their behavioral consequence
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Neural Abnormalities in Fear Generalization in Schizophrenia and Associations With Negative Symptoms
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Examining memory linking and generalization using scFLARE2, a temporally precise neuronal activity tagging system
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Temporal and spatial context in the mind and brain
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Generalization and false memory in acquired equivalence
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Study choices and inference in an acquired equivalence task
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Contingency of semantic generalization on episodic specificity varies across development
inferred← citeshttps://doi.org/10.1016/j.neuron.2018.08.009openalex-snapshot
Big-Loop Recurrence within the Hippocampal System Supports Integration of Information across Episodes
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Remembering the past affects new learning: The temporal dynamics of integrative encoding
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Generalization and the hippocampus: More than one story?
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United we fall: All-or-none forgetting of complex episodic events.
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Building integrated representations through interleaved learning.
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Training set coherence and set size effects on concept generalization and recognition.
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Stress-induced generalization of negative memories is mediated by an extended hippocampal circuit
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Reinforcement learning increasingly relates to memory specificity from childhood to adulthood
inferred← citeshttps://doi.org/10.1038/s41467-025-63934-wopenalex-snapshot
The dependence of children’s generalization on episodic memory varies with age and level of abstraction
inferred← citeshttps://doi.org/10.1038/s41467-026-68473-6openalex-snapshot
Episodic events are flexibly encoded in both integrated and separated neural representations
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Developmental differences in memory reactivation relate to encoding and inference in the human brain
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Conceptual relatedness promotes memory generalization at the cost of detailed recollection
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The effects of episodic context on memory integration
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Asymmetric learning and adaptability to changes in relational structure during transitive inference
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Representations of common event structure in medial temporal lobe and frontoparietal cortex support efficient inference
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Self-derivation through memory integration: clusters of precursor sub-processes
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Impaired theta phase coupling underlies frontotemporal dysconnectivity in schizophrenia
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Evidence for complementary learning systems within the hippocampus
inferred← citeshttps://doi.org/10.1101/2020.05.26.117507openalex-snapshot
Model-based fMRI reveals co-existing specific and generalized concept representations
inferred← citeshttps://doi.org/10.1101/2024.11.06.622306openalex-snapshot
Subicular spatial codes arise from predictive mapping
inferred← citeshttps://doi.org/10.1101/2025.04.30.651466openalex-snapshot
Episodic events are flexibility encoded in both integrated and separated neural representations
inferred← citeshttps://doi.org/10.1111/cdev.14089openalex-snapshot
Age differences in generalization, memory specificity, and their overnight fate in childhood
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Scene-sensitive Medial Temporal Lobe Subregions Are Recruited for the Integration of Non-scene Stimuli
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EPS mid-career prize 2018: Inference within episodic memory reflects pattern completion
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Mental representation of equivalence and order
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Hippocampal and medial prefrontal cortices encode structural task representations following progressive and interleaved training schedules
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Time separating spatial memories does not influence their integration in humans
inferred← citeshttps://doi.org/10.1523/jneurosci.1396-21.2021openalex-snapshot
Category-Biased Neural Representations Form Spontaneously during Learning That Emphasizes Memory for Specific Instances
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Hippocampal and medial prefrontal cortices encode structural task representations following progressive and interleaved training schedules
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Conceptual Similarity Promotes Memory Generalization At the Cost of Detailed Recollection
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Unifying Subicular Function: A Predictive Map Approach
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Contingency of Semantic Generalization on Episodic Specificity: Variations Across Development
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Age-related differences in associative inference are larger than differences in direct associative memory
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Statistical learning and retrieval-based inference in the acquired equivalence paradigm
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Generalization and source memory in acquired equivalence
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Age differences in generalization, memory specificity and their overnight fate in childhood
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Retrieval-based inference in the acquired equivalence paradigm
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Generalization and False Memory in an Acquired Equivalence Paradigm: The Influence of Physical Resemblance Across Related Episodes
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Healthy Middle-Aged Adults Have Preserved Mnemonic Discrimination and Integration, While Showing No Detectable Memory Benefits
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Using retrieval contingencies to understand memory integration and inference
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Perceived similarity ratings predict generalization success after traditional category learning and a new paired-associate learning task
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MEMO: A Deep Network for Flexible Combination of Episodic Memories
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Dynamic memory enqrams: Unveiling the celular mechanisms of memory encoding, consolidation, generalizaton, and updating in the brain
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