Basile J Confavreux
4 Publications
2025 | Published | Journal Article | IST-REx-ID: 19640 | 
Confavreux, Basile J, Everton J. Agnes, Friedemann Zenke, Henning Sprekeler, and Tim P Vogels. “Balancing Complexity, Performance and Plausibility to Meta Learn Plasticity Rules in Recurrent Spiking Networks.” PLoS Computational Biology. Public Library of Science, 2025. https://doi.org/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. https://doi.org/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. Elsevier, 2022. https://doi.org/10.1016/j.neuron.2022.01.014.
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2020 | Published | Conference Paper | IST-REx-ID: 9633 |
Confavreux, Basile J, Friedemann Zenke, Everton J. Agnes, Timothy Lillicrap, and Tim P Vogels. “A Meta-Learning Approach to (Re)Discover Plasticity Rules That Carve a Desired Function into a Neural Network.” In Advances in Neural Information Processing Systems, 33:16398–408, 2020.
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4 Publications
2025 | Published | Journal Article | IST-REx-ID: 19640 |
Confavreux, Basile J, Everton J. Agnes, Friedemann Zenke, Henning Sprekeler, and Tim P Vogels. “Balancing Complexity, Performance and Plausibility to Meta Learn Plasticity Rules in Recurrent Spiking Networks.” PLoS Computational Biology. Public Library of Science, 2025. https://doi.org/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. https://doi.org/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. Elsevier, 2022. https://doi.org/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, Friedemann Zenke, Everton J. Agnes, Timothy Lillicrap, and Tim P Vogels. “A Meta-Learning Approach to (Re)Discover Plasticity Rules That Carve a Desired Function into a Neural Network.” In Advances in Neural Information Processing Systems, 33:16398–408, 2020.
[Published Version]
View
| Files available
| Download Published Version (ext.)