The DOI matches its Crossref record; 53 of the 53 references it cites were found in a registry or an index.
Hippocampal place-cell sequences depict future paths to remembered goals
Open accessAbstract
Effective navigation requires planning extended routes to remembered goal locations. Hippocampal place cells have been proposed to have a role in navigational planning, but direct evidence has been lacking. Here we show that before goal-directed navigation in an open arena, the rat hippocampus generates brief sequences encoding spatial trajectories strongly biased to progress from the subject's current location to a known goal location. These sequences predict immediate future behaviour, even in cases in which the specific combination of start and goal locations is novel. These results indicate that hippocampal sequence events characterized previously in linearly constrained environments as 'replay' are also capable of supporting a goal-directed, trajectory-finding mechanism, which identifies important places and relevant behavioural paths, at specific times when memory retrieval is required, and in a manner that could be used to control subsequent navigational behaviour.
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“representations of rewarded spatial locations are preferentially reactivated in both wake and sleep states, 80,81,[142][143][144] although there are also findings of a bias of reactivations in the opposite direction.”
From Sleep—A brain-state serving systems memory consolidation (2023) · cites this paper as [144]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“both sleep and wake replay can represent knowledge about an environment and also share anticipatory features, such that they can e.g., include offline ''pre-activations'' of trajectories entailing visible but yet unexplored paths and locations.”
From Sleep—A brain-state serving systems memory consolidation (2023) · cites this paper as [144]
Experimental — accuracy not yet measuredIn the citing paper
“Along with these human studies, there is now an accumulating wealth of reports of the sort of neural response profile that would be predicted if indeed an animal is evaluating a menu of internally represented actions and their consequences at critical decision points.”
From Goals and Habits in the Brain (2013) · cites this paper as Pfeiffer and Foster, 2013
In the citing paper
“They do so in a manner consistent with the idea that the subject is engaged in some form of deliberation regarding its future potential states and the worth thereof (Johnson and Redish, 2007; Pfeiffer and Foster, 2013; van der Meer and Redish, 2009), for instance, being correlated with the subject’s ultimate choices.”
From Goals and Habits in the Brain (2013) · cites this paper as Pfeiffer and Foster, 2013
In the citing paper
“In particular, at decision points such as a branch point in a maze, hippocampal place cell responses can be observed to sweep forward from the actual location of the subject.”
From Goals and Habits in the Brain (2013) · cites this paper as Pfeiffer and Foster, 2013
In the citing paper
“rats have been argued to show behavioural and neurological evidence for what appears to be future planning [172], or at least, the precursors to planning [89,173,174].”
From Is episodic-like memory like episodic memory? (2024) · cites this paper as [172]
In the citing paper
“pathways to remembered goals were ‘pre-played’ before they engaged in goal-directed navigation through an area, even when the specific routes were novel [172].”
From Is episodic-like memory like episodic memory? (2024) · cites this paper as [172]
In the citing paper
“This pre-play directly predicts future navigation behaviour, suggesting its role in future planning.”
From Is episodic-like memory like episodic memory? (2024) · cites this paper as [172]
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Citations
Cites
(1978) · UA Campus Repository (The University of Arizona) · Cited by 8,010
LOSS OF RECENT MEMORY AFTER BILATERAL HIPPOCAMPAL LESIONS
Scoville, W. B., & Milner, B. (1957) · Journal of Neurology, Neurosurgery & Psychiatry · doi:10.1136/jnnp.20.1.11 · Cited by 7,322
Place navigation impaired in rats with hippocampal lesions
Morris, R. G. M., Garrud, P., Rawlins, J. N. P., & O'Keefe, J. (1982) · Nature · doi:10.1038/297681a0 · Cited by 6,340
The hippocampus as a cognitive map
Passingham, R. E. (1979) · Neuroscience · doi:10.1016/0306-4522(79)90015-0 · Cited by 5,128
Episodic memory: from mind to brain
Tulving, E. (2002) · Annual Review of Psychology · doi:10.1146/annurev.psych.53.100901.135114 · Cited by 4,950
Phase relationship between hippocampal place units and the EEG theta rhythm
O'Keefe, J. M., & Recce, M. L. (1993) · Hippocampus · doi:10.1002/hipo.450030307 · Cited by 2,643
Purposive Behavior in Animals and Men
Rodhom, C., & Tolman, E. C. (1950) · The American Journal of Psychology · doi:10.2307/1418946 · Cited by 2,455
Dynamics of the Hippocampal Ensemble Code for Space
Wilson, M. A., & McNaughton, B. L. (1993) · Science · doi:10.1126/science.8351520 · Cited by 2,350
A framework for mesencephalic dopamine systems based on predictive Hebbian learning
Montague, P., Dayan, P., & Sejnowski, T. (1996) · The Journal of Neuroscience · doi:10.1523/jneurosci.16-05-01936.1996 · Cited by 2,066
Remembrance of places passed: Spatial memory in rats.
Olton, D. S., & Samuelson, R. J. (1976) · Journal of Experimental Psychology Animal Behavior Processes · doi:10.1037/0097-7403.2.2.97 · Cited by 1,993
Purposive Behavior in Animals and Men
Irwin, F. W. (1932) · Europe PMC (PubMed Central) · Cited by 1,867
Reverse replay of behavioural sequences in hippocampal place cells during the awake state
Foster, D. J., & Wilson, M. A. (2006) · Nature · doi:10.1038/nature04587 · Cited by 1,727
Self-citationTwo-stage model of memory trace formation: A role for “noisy” brain states
Buzsáki, G. (1989) · Neuroscience · doi:10.1016/0306-4522(89)90423-5 · Cited by 1,709
Selective suppression of hippocampal ripples impairs spatial memory
Girardeau, G., Benchenane, K., Wiener, S. I., Buzsáki, G., & Zugaro, M. B. (2009) · Nature Neuroscience · doi:10.1038/nn.2384 · Cited by 1,560
Patients with hippocampal amnesia cannot imagine new experiences
Hassabis, D., Kumaran, D., Vann, S. D., & Maguire, E. A. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0610561104 · Cited by 1,414
Memory of sequential experience in the hippocampus during slow wave sleep
Lee, A. K., & Wilson, M. A. (2002) · Neuron · doi:10.1016/s0896-6273(02)01096-6 · Cited by 1,296
Forward and reverse hippocampal place-cell sequences during ripples
Diba, K., & Buzsáki, G. (2007) · Nature Neuroscience · doi:10.1038/nn1961 · Cited by 1,205
Temporally structured replay of awake hippocampal ensemble activity during rapid eye movement sleep
Louie, K., & Wilson, M. A. (2001) · Neuron · doi:10.1016/s0896-6273(01)00186-6 · Cited by 1,148
(2012) · Springer eBooks · doi:10.1007/springerreference_117344 · Cited by 1,050
Neural ensembles in CA3 transiently encode paths forward of the animal at a decision point
Johnson, A., & Redish, A. D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.3761-07.2007 · Cited by 1,003
Wood, E. R., Dudchenko, P. A., Robitsek, R. J., & Eichenbaum, H. (2000) · Neuron · doi:10.1016/s0896-6273(00)00071-4 · Cited by 992
Awake hippocampal sharp-wave ripples support spatial memory
Jadhav, S. P., Kemere, C., German, P. W., & Frank, L. M. (2012) · Science · doi:10.1126/science.1217230 · Cited by 924
(1991) · The MIT Press eBooks · doi:10.7551/mitpress/4939.001.0001 · Cited by 871
The hippocampus—what does it do?
Eichenbaum, H., Otto, T., & Cohen, N. J. (1992) · Behavioral and Neural Biology · doi:10.1016/0163-1047(92)90724-i · Cited by 867
Disruption of ripple‐associated hippocampal activity during rest impairs spatial learning in the rat
Ego‐Stengel, V., & Wilson, M. A. (2010) · Hippocampus · doi:10.1002/hipo.20707 · Cited by 842
Hippocampal replay of extended experience
Davidson, T. J., Kloosterman, F., & Wilson, M. A. (2009) · Neuron · doi:10.1016/j.neuron.2009.07.027 · Cited by 806
Awake replay of remote experiences in the hippocampus
Karlsson, M. P., & Frank, L. M. (2009) · Nature Neuroscience · doi:10.1038/nn.2344 · Cited by 769
Hippocampal replay is not a simple function of experience
Gupta, A. S., van der Meer, M. A. A., Touretzky, D. S., & Redish, A. D. (2010) · Neuron · doi:10.1016/j.neuron.2010.01.034 · Cited by 733
Quantitative measures of cluster quality for use in extracellular recordings
Schmitzer-Torbert, N. C., Jackson, J. C., Henze, D. A., Harris, K., & Redish, A. D. (2005) · Neuroscience · doi:10.1016/j.neuroscience.2004.09.066 · Cited by 642
Role of experience and oscillations in transforming a rate code into a temporal code
Mehta, M. R., Lee, A. K., & Wilson, M. A. (2002) · Nature · doi:10.1038/nature00807 · Cited by 630
Prospective and Retrospective Memory Coding in the Hippocampus
Ferbinteanu, J., & Shapiro, M. L. (2003) · Neuron · doi:10.1016/s0896-6273(03)00752-9 · Cited by 560
Increased Attention to Spatial Context Increases Both Place Field Stability and Spatial Memory
Kentros, C. G., Agnihotri, N. T., Streater, S., Hawkins, R. D., & Kandel, E. R. (2004) · Neuron · doi:10.1016/s0896-6273(04)00192-8 · Cited by 537
The Role of the Hippocampus in Prediction and Imagination
Buckner, R. L. (2010) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163508 · Cited by 419
Hippocampus leads ventral striatum in replay of place-reward information
Lansink, C. S., Goltstein, P. M., Lankelma, J. V., McNaughton, B. L., & Pennartz, C. M. A. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000173 · Cited by 400
Foster, D. J., & Wilson, M. A. (2007) · Hippocampus · doi:10.1002/hipo.20345 · Cited by 398
Self-citationJensen, O. B., & Lisman, J. E. (1996) · Learning & Memory · doi:10.1101/lm.3.2-3.279 · Cited by 392
The Role of the Hippocampus in Solving the Morris Water Maze
Redish, A. D., & Touretzky, D. S. (1998) · Neural Computation · doi:10.1162/089976698300017908 · Cited by 310
The firing of hippocampal place cells predicts the future position of freely moving rats
Muller, R., & Kubie, J. (1989) · Journal of Neuroscience · doi:10.1523/jneurosci.09-12-04101.1989 · Cited by 308
Integrating hippocampus and striatum in decision-making
Johnson, A. C., van der Meer, M. A. A., & Redish, A. D. (2007) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2008.01.003 · Cited by 265
McClelland, J. L., & Goddard, N. (1996) · Hippocampus · doi:10.1002/(sici)1098-1063(1996)6:6 · Cited by 264
Goal-Related Activity in Hippocampal Place Cells
Hok, V., Lenck‐Santini, P., Roux, S., Save, É., Muller, R. U., & Poucet, B. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.2864-06.2007 · Cited by 245
van der Meer, M. A. A., Johnson, A. C., Schmitzer-Torbert, N. C., & Redish, A. D. (2010) · Neuron · doi:10.1016/j.neuron.2010.06.023 · Cited by 225
Csicsvari, J., O'Neill, J., Allen, K. L., & Senior, T. J. (2007) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2007.05684.x · Cited by 150
Sequence learning and the role of the hippocampus in rodent navigation
Foster, D. J., & Knierim, J. J. (2012) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2011.12.005 · Cited by 132
Self-citationNetwork dynamics of hippocampal cell‐assemblies resemble multiple spatial maps within single tasks
Jackson, J. C., & Redish, A. D. (2007) · Hippocampus · doi:10.1002/hipo.20359 · Cited by 126
Learning Navigational Maps Through Potentiation and Modulation of Hippocampal Place Cells
Wulfram Gerstner, B., & Abbott, L. F. (1997) · Journal of Computational Neuroscience · doi:10.1023/a:1008820728122 · Cited by 109
Olypher, A. V., Lánský, P., & Fenton, A. A. (2002) · Neuroscience · doi:10.1016/s0306-4522(01)00586-3 · Cited by 98
Koene, R. A., Anatoli Gorchetchnikov, A., Cannon, R. C., & Hasselmo, M. E. (2003) · Neural Networks · doi:10.1016/s0893-6080(03)00106-0 · Cited by 89
Route planning in cats, in relation to the visibility of the goal
Poucet, B., Thinus‐Blanc, C., & Chapuis, N. (1983) · Animal Behaviour · doi:10.1016/s0003-3472(83)80083-9 · Cited by 67
Structure in the Space of Value Functions
Foster, D. J., & Dayan, P. (2002) · Machine Learning · doi:10.1023/a:1017944732463 · Cited by 55
Self-citation- Self-citation
Cited by
Sorted by citations
Tononi, G., & Cirelli, C. (2014) · Neuron · doi:10.1016/j.neuron.2013.12.025 · Cited by 2,356
Hippocampal sharp wave-ripple: A cognitive biomarker for episodic memory and planning
Buzsáki, G. (2015) · Hippocampus · doi:10.1002/hipo.22488 · Cited by 1,759
Neuroscience-Inspired Artificial Intelligence
Hassabis, D., Kumaran, D., Summerfield, C., & Botvinick, M. (2017) · Neuron · doi:10.1016/j.neuron.2017.06.011 · Cited by 1,557
The hippocampus as a predictive map
Stachenfeld, K. L., Botvinick, M. M., & Gershman, S. J. (2017) · Nature Neuroscience · doi:10.1038/nn.4650 · Cited by 1,000
Dolan, R. J., & Dayan, P. (2013) · Neuron · doi:10.1016/j.neuron.2013.09.007 · Cited by 977
Metadata
- Authors
- Pfeiffer, B. E., & Foster, D. J.
- Affiliations
- Johns Hopkins University (US)
- Corresponding author
- Foster, David J.
- Venue
- Nature
- Published
- 2013-04-17
- Volume
- 497
- Issue
- 7447
- Pages
- 74-79
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC3990408
- OpenAlex
- W1975958074
- Cited by
- 1,216
- References
- 53
- Citations by year
- 2026: 67 · 2025: 111 · 2024: 78 · 2023: 88 · 2022: 89 · 2021: 96 · 2020: 107 · 2019: 121 · 2018: 103 · 2017: 106 · 2016: 86 · 2015: 73 · 2014: 64 · 2013: 26
- FWCI
- 45.52
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Institute of Mental Health (MH085823, R01MH085823)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Spatial Cognition and Navigation
- Life Sciences › Neuroscience › Developmental Neuroscience › Neurogenesis and neuroplasticity mechanisms
- Keywords
- place cells, goal-directed navigation, memory replay, rats, memory retrieval, spatial memory
- MeSH terms
- Animals, Decision Making, Goals, Hippocampus, Locomotion, Male, Memory, Probability, Rats, Long-Evans, Rats
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