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29 Publications
2022 | Published | Journal Article | IST-REx-ID: 12084 | 
Christodoulou G, Vogels TP, Agnes EJ. 2022. Regimes and mechanisms of transient amplification in abstract and biological neural networks. PLoS Computational Biology. 18(8), e1010365.
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2022 | Published | Journal Article | IST-REx-ID: 12225 |
Currin C, Vera SV, Khaledi-Nasab A. 2022. Depolarization of echo chambers by random dynamical nudge. Scientific Reports. 12, 9234.
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2021 | Published | Journal Article | IST-REx-ID: 8757 |
Bozelos P, Vogels TP. 2021. Talking science, online. Nature Reviews Neuroscience. 22(1), 1–2.
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2021 | Published | Journal Article | IST-REx-ID: 9228 |
Achakulvisut T, Ruangrong T, Mineault P, Vogels TP, Peters MAK, Poirazi P, Rozell C, Wyble B, Goodman DFM, Kording KP. 2021. Towards democratizing and automating online conferences: Lessons from the Neuromatch Conferences. Trends in Cognitive Sciences. 25(4), 265–268.
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2021 | Published | Conference Paper | IST-REx-ID: 11453 |
Braun L, Vogels TP. 2021. Online learning of neural computations from sparse temporal feedback. Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems vol. 20, 16437–16450.
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2021 | Published | Journal Article | IST-REx-ID: 8253 |
Zenke F, Vogels TP. 2021. The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks. Neural Computation. 33(4), 899–925.
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2020 | Published | Journal Article | IST-REx-ID: 8126 |
Agnes EJ, Luppi AI, Vogels TP. 2020. Complementary inhibitory weight profiles emerge from plasticity and allow attentional switching of receptive fields. The Journal of Neuroscience. 40(50), 9634–9649.
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2020 | Published | Journal Article | IST-REx-ID: 8127 |
Gonçalves PJ, Lueckmann J-M, Deistler M, Nonnenmacher M, Öcal K, Bassetto G, Chintaluri C, Podlaski WF, Haddad SA, Vogels TP, Greenberg DS, Macke JH. 2020. Training deep neural density estimators to identify mechanistic models of neural dynamics. eLife. 9, e56261.
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2020 | Published | Conference Paper | IST-REx-ID: 9633 |
Confavreux BJ, Zenke F, Agnes EJ, Lillicrap T, Vogels TP. 2020. A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network. Advances in Neural Information Processing Systems. NeurIPS: Conference on Neural Information Processing Systems vol. 33, 16398–16408.
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