Basile J Confavreux
4 Publications
2025 | Published | Journal Article | IST-REx-ID: 19640 | 
B. J. Confavreux, E. J. Agnes, F. Zenke, H. Sprekeler, and T. P. Vogels, “Balancing complexity, performance and plausibility to meta learn plasticity rules in recurrent spiking networks,” PLoS Computational Biology, vol. 21, no. 4. Public Library of Science, 2025.
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2023 | Published | Thesis | IST-REx-ID: 14422 |
B. J. Confavreux, “Synapseek: Meta-learning synaptic plasticity rules,” Institute of Science and Technology Austria, 2023.
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2022 | Published | Journal Article | IST-REx-ID: 10753 |
B. J. Confavreux and T. P. Vogels, “A familiar thought: Machines that replace us?,” Neuron, vol. 110, no. 3. Elsevier, pp. 361–362, 2022.
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2020 | Published | Conference Paper | IST-REx-ID: 9633 |
B. J. Confavreux, F. Zenke, E. J. Agnes, T. Lillicrap, and T. 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, Vancouver, Canada, 2020, vol. 33, pp. 16398–16408.
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Grants
4 Publications
2025 | Published | Journal Article | IST-REx-ID: 19640 |
B. J. Confavreux, E. J. Agnes, F. Zenke, H. Sprekeler, and T. P. Vogels, “Balancing complexity, performance and plausibility to meta learn plasticity rules in recurrent spiking networks,” PLoS Computational Biology, vol. 21, no. 4. Public Library of Science, 2025.
[Published Version]
View
| Files available
| DOI
| PubMed | Europe PMC
2023 | Published | Thesis | IST-REx-ID: 14422 |
B. J. Confavreux, “Synapseek: Meta-learning synaptic plasticity rules,” Institute of Science and Technology Austria, 2023.
[Published Version]
View
| Files available
| DOI
2022 | Published | Journal Article | IST-REx-ID: 10753 |
B. J. Confavreux and T. P. Vogels, “A familiar thought: Machines that replace us?,” Neuron, vol. 110, no. 3. Elsevier, pp. 361–362, 2022.
[Published Version]
View
| DOI
| Download Published Version (ext.)
| WoS
| PubMed | Europe PMC
2020 | Published | Conference Paper | IST-REx-ID: 9633 |
B. J. Confavreux, F. Zenke, E. J. Agnes, T. Lillicrap, and T. 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, Vancouver, Canada, 2020, vol. 33, pp. 16398–16408.
[Published Version]
View
| Files available
| Download Published Version (ext.)