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23 Publications


2024 | Journal Article | IST-REx-ID: 14841
Clatot J, Currin C, Liang Q, Pipatpolkai T, Massey SL, Helbig I, Delemotte L, Vogels TP, Covarrubias M, Goldberg EM. 2024. A structurally precise mechanism links an epilepsy-associated KCNC2 potassium channel mutation to interneuron dysfunction. Proceedings of the National Academy of Sciences of the United States of America. 121(3), e2307776121.
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2024 | Journal Article | IST-REx-ID: 14887 | OA
Feitosa Tomé D, Zhang Y, Aida T, Mosto O, Lu Y, Chen M, Sadeh S, Roy DS, Clopath C. 2024. Dynamic and selective engrams emerge with memory consolidation. Nature Neuroscience.
[Published Version] View | Files available | DOI | Download Published Version (ext.) | WoS
 

2024 | Journal Article | IST-REx-ID: 15171 | OA
Agnes EJ, Vogels TP. 2024. Co-dependent excitatory and inhibitory plasticity accounts for quick, stable and long-lasting memories in biological networks. Nature Neuroscience.
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2024 | Journal Article | IST-REx-ID: 15169
Chintaluri C, Bejtka M, Sredniawa W, Czerwinski M, Dzik JM, Jedrzejewska-Szmek J, Wojciki DK. 2024. kCSD-python, reliable current source density estimation with quality control. PLoS Computational Biology. 20(3), e1011941.
[Published Version] View | Files available | DOI
 

2023 | Book Chapter | IST-REx-ID: 12866
Currin C, Beyer C. 2023.Altered childhood brain development in autism and epilepsy. In: Encyclopedia of Child and Adolescent Health. Vol. 1: Biological Development and Physical Health, , 86–98.
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2023 | Thesis | IST-REx-ID: 14422
Confavreux BJ. 2023. Synapseek: Meta-learning synaptic plasticity rules. Institute of Science and Technology Austria.
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2023 | Journal Article | IST-REx-ID: 14666 | OA
Chintaluri C, Vogels TP. 2023. Metabolically regulated spiking could serve neuronal energy homeostasis and protect from reactive oxygen species. Proceedings of the National Academy of Sciences of the United States of America. 120(48), e2306525120.
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2023 | Research Data Reference | IST-REx-ID: 14892 | OA
Feitosa Tomé D. 2023. douglastome/dynamic-engrams: Dynamic and selective engrams emerge with memory consolidation, Zenodo, 10.5281/ZENODO.10251087.
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2023 | Conference Paper | IST-REx-ID: 14993 | OA
Currin C, Asiedu MN, Fourie C, Rosman B, Turki H, Lambebo Tonja A, Abbott J, Ajala M, Adedayo SA, Emezue CC, Machangara D. 2023. A framework for grassroots research collaboration in machine learning and global health. 1st Workshop on Machine Learning & Global Health. ICLR: International Conference on Learning Representations.
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2022 | Conference Paper | IST-REx-ID: 13239 | OA
Van Der Plas TL, Vogels TP, Manohar SG. 2022. Predictive learning enables neural networks to learn complex working memory tasks. Proceedings of Machine Learning Research. vol. 199, 518–531.
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2022 | Journal Article | IST-REx-ID: 11143 | OA
Kaneko K, Currin C, Goff KM, Wengert ER, Somarowthu A, Vogels TP, Goldberg EM. 2022. Developmentally regulated impairment of parvalbumin interneuron synaptic transmission in an experimental model of Dravet syndrome. Cell Reports. 38(13), 110580.
[Published Version] View | Files available | DOI | WoS
 

2022 | Journal Article | IST-REx-ID: 12009 | OA
Jia DW, Vogels TP, Costa RP. 2022. Developmental depression-to-facilitation shift controls excitation-inhibition balance. Communications biology. 5, 873.
[Published Version] View | Files available | DOI | WoS
 

2022 | Journal Article | IST-REx-ID: 12084 | OA
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.
[Published Version] View | Files available | DOI | WoS
 

2022 | Journal Article | IST-REx-ID: 12225 | OA
Currin C, Vera SV, Khaledi-Nasab A. 2022. Depolarization of echo chambers by random dynamical nudge. Scientific Reports. 12, 9234.
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2022 | Journal Article | IST-REx-ID: 10753 | OA
Confavreux BJ, Vogels TP. 2022. A familiar thought: Machines that replace us? Neuron. 110(3), 361–362.
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2022 | Preprint | IST-REx-ID: 8125 | OA
Podlaski WF, Agnes EJ, Vogels TP. 2022. High capacity and dynamic accessibility in associative memory networks with context-dependent neuronal and synaptic gating. bioRxiv, 10.1101/2020.01.08.898528.
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2021 | Conference Paper | IST-REx-ID: 11453 | OA
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 | Journal Article | IST-REx-ID: 8253 | OA
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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2021 | Journal Article | IST-REx-ID: 8757 | OA
Bozelos P, Vogels TP. 2021. Talking science, online. Nature Reviews Neuroscience. 22(1), 1–2.
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2021 | Journal Article | IST-REx-ID: 9228 | OA
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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