A diversity of interneurons and Hebbian plasticity facilitate rapid compressible learning in the hippocampus
- Submitting institution
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Imperial College of Science, Technology and Medicine
- Unit of assessment
- 12 - Engineering
- Output identifier
- 4572
- Type
- D - Journal article
- DOI
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10.1038/s41593-019-0415-2
- Title of journal
- Nature Neuroscience
- Article number
- -
- First page
- 1168
- Volume
- 22
- Issue
- 7
- ISSN
- 1097-6256
- Open access status
- Compliant
- Month of publication
- June
- Year of publication
- 2019
- URL
-
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- Supplementary information
-
-
- Request cross-referral to
- -
- Output has been delayed by COVID-19
- No
- COVID-19 affected output statement
- -
- Forensic science
- No
- Criminology
- No
- Interdisciplinary
- No
- Number of additional authors
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1
- Research group(s)
-
-
- Proposed double-weighted
- No
- Reserve for an output with double weighting
- No
- Additional information
- This work showed for the first time that the brain can perform one-shot learning through a temporal backbone which binds different events that can then be replayed in a time compressed fashion, for example when we think or dream. Our model has the potential to be used as a brain-inspired machine-learning algorithm for one-shot learning and led to a BBSRC grant (£571k, 2016, BB/N013956/1) and a keynote presentation at the 2020 AREADNE, invitation-only biennial meeting on neural ensembles.
- Author contribution statement
- -
- Non-English
- No
- English abstract
- -