Basile J Confavreux
4 Publications
2025 | Published | Journal Article | IST-REx-ID: 19640 | 
Confavreux, Basile J., et al. “Balancing Complexity, Performance and Plausibility to Meta Learn Plasticity Rules in Recurrent Spiking Networks.” PLoS Computational Biology, vol. 21, no. 4, e1012910, Public Library of Science, 2025, doi:10.1371/journal.pcbi.1012910.
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2023 | Published | Thesis | IST-REx-ID: 14422 |
Confavreux, Basile J. Synapseek: Meta-Learning Synaptic Plasticity Rules. Institute of Science and Technology Austria, 2023, doi:10.15479/at:ista:14422.
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2022 | Published | Journal Article | IST-REx-ID: 10753 |
Confavreux, Basile J., and Tim P. Vogels. “A Familiar Thought: Machines That Replace Us?” Neuron, vol. 110, no. 3, Elsevier, 2022, pp. 361–62, doi:10.1016/j.neuron.2022.01.014.
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2020 | Published | Conference Paper | IST-REx-ID: 9633 |
Confavreux, Basile J., et al. “A Meta-Learning Approach to (Re)Discover Plasticity Rules That Carve a Desired Function into a Neural Network.” Advances in Neural Information Processing Systems, vol. 33, 2020, pp. 16398–408.
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Grants
4 Publications
2025 | Published | Journal Article | IST-REx-ID: 19640 |
Confavreux, Basile J., et al. “Balancing Complexity, Performance and Plausibility to Meta Learn Plasticity Rules in Recurrent Spiking Networks.” PLoS Computational Biology, vol. 21, no. 4, e1012910, Public Library of Science, 2025, doi:10.1371/journal.pcbi.1012910.
[Published Version]
View
| Files available
| DOI
| PubMed | Europe PMC
2023 | Published | Thesis | IST-REx-ID: 14422 |
Confavreux, Basile J. Synapseek: Meta-Learning Synaptic Plasticity Rules. Institute of Science and Technology Austria, 2023, doi:10.15479/at:ista:14422.
[Published Version]
View
| Files available
| DOI
2022 | Published | Journal Article | IST-REx-ID: 10753 |
Confavreux, Basile J., and Tim P. Vogels. “A Familiar Thought: Machines That Replace Us?” Neuron, vol. 110, no. 3, Elsevier, 2022, pp. 361–62, doi:10.1016/j.neuron.2022.01.014.
[Published Version]
View
| DOI
| Download Published Version (ext.)
| WoS
| PubMed | Europe PMC
2020 | Published | Conference Paper | IST-REx-ID: 9633 |
Confavreux, Basile J., et al. “A Meta-Learning Approach to (Re)Discover Plasticity Rules That Carve a Desired Function into a Neural Network.” Advances in Neural Information Processing Systems, vol. 33, 2020, pp. 16398–408.
[Published Version]
View
| Files available
| Download Published Version (ext.)