Theta-paced flickering between place-cell maps in the hippocampus
Open accessAbstract
The ability to recall discrete memories is thought to depend on the formation of attractor states in recurrent neural networks. In such networks, representations can be reactivated reliably from subsets of the cues that were present when the memory was encoded, at the same time as interference from competing representations is minimized. Theoretical studies have pointed to the recurrent CA3 system of the hippocampus as a possible attractor network. Consistent with predictions from these studies, experiments have shown that place representations in CA3 and downstream CA1 tolerate small changes in the configuration of the environment but switch to uncorrelated representations when dissimilarities become larger. However, the kinetics supporting such network transitions, at the subsecond timescale, is poorly understood. Here we show in rats that instantaneous transformation of the spatial context does not change the hippocampal representation all at once but is followed by temporary bistability in the discharge activity of CA3 ensembles. Rather than sliding through a continuum of intermediate activity states, the CA3 network undergoes a short period of competitive flickering between preformed representations of the past and present environment before settling on the latter. Network flickers are extremely fast, often with complete replacement of the active ensemble from one theta cycle to the next. Within individual cycles, segregation is stronger towards the end, when firing starts to decline, pointing to the theta cycle as a temporal unit for expression of attractor states in the hippocampus. Repetition of pattern-completion processes across successive theta cycles may facilitate error correction and enhance discriminative power in the presence of weak and ambiguous input cues.
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Even with the stability criteria during immobility, the study cannot formally exclude the possibility of transient flickering between maps at the theta-cycle timescale.
“Although only a single environment (belt) was used in the present study and spatial representations were generally stable, we acknowledge that—even with our stability criteria during immobility—we cannot formally exclude the possibility of transient flickering between maps at the theta-cycle timescale127.”
From Place and behavioral modulation of hippocampal neurons during immobility (2026) · cites this paper as [127]
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References 32 · Cited by 359
- Authors
- Jezek, K., Henriksen, E. J., Treves, A., Moser, E. I., & Moser, M.-B.
- Affiliations
- Norwegian University of Science and Technology (NO)
- Scuola Internazionale Superiore di Studi Avanzati (IT)
- Corresponding author
- Moser, Edvard I.
- Venue
- Nature
- Published
- 2011-09-28
- Volume
- 478
- Issue
- 7368
- Pages
- 246-249
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W2063303712
- Cited by
- 359
- References
- 32
- Citations by year
- 2026: 16 · 2025: 17 · 2024: 47 · 2023: 22 · 2022: 21 · 2021: 24 · 2020: 21 · 2019: 32 · 2018: 18 · 2017: 22 · 2016: 19 · 2015: 18 · 2014: 29 · 2013: 34 · 2012: 13
- FWCI
- 13.16
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- other-oa
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- SDL (submittedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- ASEP (submittedVersion, public-domain)
- Funders
- European Commission
- Akademie Věd České Republiky (LC554, AV0Z50110509)
- Norges Forskningsråd
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Keywords
- place cells, hippocampus, CA3, theta oscillations, attractor networks, spatial representation, teleportation, bistability, pattern completion, memory retrieval, recurrent neural networks
- MeSH terms
- Animals, Cues, Environment, Hippocampus, Male, Memory, Models, Neurological, Space Perception, Theta Rhythm, Time Factors, Rats, Long-Evans, Rats
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