ArticleJournal of cognitive neuroscience2024
Causal and Chronological Relationships Predict Memory Organization for Nonlinear Narratives.
Article in Journal of cognitive neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Cortical reinstatement of causally related events sparks narrative insights by updating neural representation patterns.Nature communications · 2026Article
- Interactive narratives reveal the personalizing effect of agency on episodic memory.Nature communications · 2026Article
- Narrative coherence warps the timeline of recalled naturalistic events.Journal of experimental psychology. Learning, memory, and cognition · 2026Article
- Brain organization of a memory champion.bioRxiv : the preprint server for biology · 2026Article
- Semantic knowledge and hierarchical event structure can scaffold memory for temporal order.Journal of experimental psychology. Learning, memory, and cognition · 2026Article
- Temporal Context Reinstatement Drives Episodic-Like Order Memory in Long-Context Language Models.Proceedings of machine learning research · 2026Article
- Navigating decision space: Causal structure improves performance in a branching choice task.PloS one · 2025Article
- Semantic relatedness proactively benefits learning, memory, and interdependence across episodes.eLife · 2024Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
While recounting an experience, one can employ multiple strategies to transition from one part to the next. For instance, if the event was learned out of linear order, one can recall events according to the time they were learned (temporal), similar events (semantic), events occurring nearby in time (chronological), or events produced by the current event (causal). To disentangle the importance of these factors, we had participants watch the nonlinear narrative, Memento, under different task instructions and presentation orders. For each scene of the film, we also separately computed semantic and causal networks. We then contrasted the evidence for temporal, semantic, chronological, or causal strategies during recall. Critically, there was stronger evidence for the causal and chronological strategies than semantic or temporal strategies. Moreover, the causal and chronological strategies outperformed the temporal one even when we asked participants to recall the film in the presented order, underscoring the fundamental nature of causal structure in scaffolding understanding and organizing recall. Nevertheless, time still marginally predicted recall transitions, suggesting it operates as a weak signal in the presence of more salient forms of structure. In addition, semantic and causal network properties predicted scene memorability, including a stronger role for incoming causes to an event than its outgoing effects. In summary, these findings highlight the importance of accounting for complex, causal networks in knowledge building and memory.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.