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25 Publications
2022 | Journal Article | IST-REx-ID: 12225 |
Currin, C., Vera, S. V., & Khaledi-Nasab, A. (2022). Depolarization of echo chambers by random dynamical nudge. Scientific Reports. Springer Nature. https://doi.org/10.1038/s41598-022-12494-w
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2022 | Journal Article | IST-REx-ID: 10753 |
Confavreux, B. J., & Vogels, T. P. (2022). A familiar thought: Machines that replace us? Neuron. Elsevier. https://doi.org/10.1016/j.neuron.2022.01.014
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2022 | Preprint | IST-REx-ID: 8125 |
Podlaski, W. F., Agnes, E. J., & Vogels, T. P. (2022). High capacity and dynamic accessibility in associative memory networks with context-dependent neuronal and synaptic gating. bioRxiv. Cold Spring Harbor Laboratory. https://doi.org/10.1101/2020.01.08.898528
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2021 | Conference Paper | IST-REx-ID: 11453 |
Braun, L., & Vogels, T. P. (2021). Online learning of neural computations from sparse temporal feedback. In Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems (Vol. 20, pp. 16437–16450). Virtual, Online: Neural Information Processing Systems Foundation.
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2021 | Journal Article | IST-REx-ID: 8253 |
Zenke, F., & Vogels, T. P. (2021). The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks. Neural Computation. MIT Press. https://doi.org/10.1162/neco_a_01367
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2021 | Journal Article | IST-REx-ID: 8757 |
Bozelos, P., & Vogels, T. P. (2021). Talking science, online. Nature Reviews Neuroscience. Springer Nature. https://doi.org/10.1038/s41583-020-00408-6
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2021 | Journal Article | IST-REx-ID: 9228 |
Achakulvisut, T., Ruangrong, T., Mineault, P., Vogels, T. P., Peters, M. A. K., Poirazi, P., … Kording, K. P. (2021). Towards democratizing and automating online conferences: Lessons from the Neuromatch Conferences. Trends in Cognitive Sciences. Elsevier. https://doi.org/10.1016/j.tics.2021.01.007
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2020 | Journal Article | IST-REx-ID: 8127 |
Gonçalves, P. J., Lueckmann, J.-M., Deistler, M., Nonnenmacher, M., Öcal, K., Bassetto, G., … Macke, J. H. (2020). Training deep neural density estimators to identify mechanistic models of neural dynamics. ELife. eLife Sciences Publications. https://doi.org/10.7554/eLife.56261
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2020 | Journal Article | IST-REx-ID: 8126 |
Agnes, E. J., Luppi, A. I., & Vogels, T. P. (2020). Complementary inhibitory weight profiles emerge from plasticity and allow attentional switching of receptive fields. The Journal of Neuroscience. Society for Neuroscience. https://doi.org/10.1523/JNEUROSCI.0276-20.2020
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2020 | Conference Paper | IST-REx-ID: 9633 |
Confavreux, B. J., Zenke, F., Agnes, E. J., Lillicrap, T., & Vogels, T. P. (2020). 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 (Vol. 33, pp. 16398–16408). Vancouver, Canada.
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