What’s in a memory? Spatiotemporal dynamics in strongly coupled recurrent neuronal networks.
Project Period: 2020-08-01 – 2026-01-31
Funder:
Wellcome Trust
Principal Investigator
Department(s)
Grant Number
214316/Z/18/Z
Funder
Wellcome Trust
Funder Schema
WELL-SRF
Funder Registry
7 Publications
2025 | Published | Journal Article | IST-REx-ID: 8125 | 
High capacity and dynamic accessibility in associative memory networks with context-dependent neuronal and synaptic gating
W.F. Podlaski, E.J. Agnes, T.P. Vogels, Physical Review X 15 (2025).
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W.F. Podlaski, E.J. Agnes, T.P. Vogels, Physical Review X 15 (2025).
2023 | Published | Journal Article | IST-REx-ID: 14666 |
Metabolically regulated spiking could serve neuronal energy homeostasis and protect from reactive oxygen species
Chintaluri, Chaitanya, Metabolically regulated spiking could serve neuronal energy homeostasis and protect from reactive oxygen species. Proceedings of the National Academy of Sciences of the United States of America 120 (48). 2023
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Chintaluri, Chaitanya, Metabolically regulated spiking could serve neuronal energy homeostasis and protect from reactive oxygen species. Proceedings of the National Academy of Sciences of the United States of America 120 (48). 2023
2022 | Published | Journal Article | IST-REx-ID: 12009 |
Developmental depression-to-facilitation shift controls excitation-inhibition balance
D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
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D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
2022 | Published | Journal Article | IST-REx-ID: 12084 |
Regimes and mechanisms of transient amplification in abstract and biological neural networks
G. Christodoulou, T.P. Vogels, E.J. Agnes, PLoS Computational Biology 18 (2022).
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G. Christodoulou, T.P. Vogels, E.J. Agnes, PLoS Computational Biology 18 (2022).
2021 | Published | Conference Paper | IST-REx-ID: 11453 |
Online learning of neural computations from sparse temporal feedback
L. Braun, T.P. Vogels, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.
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L. Braun, T.P. Vogels, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.
2021 | Published | Journal Article | IST-REx-ID: 8253 |
The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks
F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
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F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
2020 | Published | Conference Paper | IST-REx-ID: 9633 |
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network
B.J. Confavreux, F. Zenke, E.J. Agnes, T. Lillicrap, T.P. Vogels, in:, Advances in Neural Information Processing Systems, 2020, pp. 16398–16408.
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B.J. Confavreux, F. Zenke, E.J. Agnes, T. Lillicrap, T.P. Vogels, in:, Advances in Neural Information Processing Systems, 2020, pp. 16398–16408.