The DOI matches its Crossref record; 28 of the 28 references it cites were found in a registry or an index.
A coupled attractor model of the rodent head direction system
Abstract
Head direction (HD) cells, abundant in the rat postsubiculum and anterior thalamic nuclei, fire maximally when the rat's head is facing a particular direction. The activity of a population of these cells forms a distributed representation of the animal's current heading. We describe a neural network model that creates a stable, distributed representation of head direction and updates that representation in response to angular velocity information. In contrast to earlier models, our model of the head direction system accurately tracks a series of actual rat head rotations, and, using biologically plausible neurons, it fits the single-cell tuning curves of real HD cells recorded from rats executing those same rotations. The model makes neurophysiological predictions that can be tested using current technologies.
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“Theoretical attractor networks are sometimes also assumed to have fixed synaptic weights at their sensory inputs to minimize representational drift47,48.”
From Multimodal cue integration and learning in a neural representation of head direction (2025) · cites this paper as [48]
Citations
Cites
Advances in neural information processing systems 7
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Research works printed but not linked: 4
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- Ermentrout B, 1995, XTC-a tool for modeling spatial evolution equations
- Ranck J B, 1984, Soc. Neurosci. Abs., 10, 599
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Path integration and the neural basis of the 'cognitive map'
McNaughton, B. L., Battaglia, F. P., Jensen, O., Moser, E. I., & Moser, M.-B. (2006) · Nature Reviews Neuroscience · doi:10.1038/nrn1932 · Cited by 2,024
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The dynamic brain: from spiking neurons to neural masses and cortical fields
Deco, G., Jirsa, V. K., Robinson, P. A., Breakspear, M., & Friston, K. (2008) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000092 · Cited by 1,084
Remembering the past and imagining the future: A neural model of spatial memory and imagery.
Byrne, P., Becker, S., & Burgess, N. (2007) · Psychological Review · doi:10.1037/0033-295x.114.2.340 · Cited by 1,011
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Metadata
- Authors
- Redish, A. D., Elga, A. N., & Touretzky, D. S.
- Affiliations
- Center for the Neural Basis of Cognition (US)
- Princeton University (US)
- Venue
- Network: Computation in Neural Systems
- Publisher
- Informa UK Limited
- Published
- 1996-01
- Volume
- 7
- Issue
- 4
- Pages
- 671-685
- ISSN
- 0954-898X (ISSN-L)
- 1361-6536
- OpenAlex
- W2018502805
- Cited by
- 344
- References
- 28
- Citations by year
- 2026: 19 · 2025: 27 · 2024: 15 · 2023: 17 · 2022: 19 · 2021: 14 · 2020: 8 · 2019: 27 · 2018: 19 · 2017: 14 · 2016: 7 · 2015: 8 · 2014: 16 · 2013: 6 · 2012: 8
- FWCI
- 4.72
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Network Computation in Neural Systems (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Spatial Cognition and Navigation
- Life Sciences › Neuroscience › Neurology › Vestibular and auditory disorders
- Keywords
- head direction cells, attractor networks, postsubiculum, anterior thalamic nuclei, angular velocity, neural network model
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