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26 Publications
2024 |Published| Journal Article | IST-REx-ID: 14841
A structurally precise mechanism links an epilepsy-associated KCNC2 potassium channel mutation to interneuron dysfunction
J. Clatot, C. Currin, Q. Liang, T. Pipatpolkai, S.L. Massey, I. Helbig, L. Delemotte, T.P. Vogels, M. Covarrubias, E.M. Goldberg, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
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J. Clatot, C. Currin, Q. Liang, T. Pipatpolkai, S.L. Massey, I. Helbig, L. Delemotte, T.P. Vogels, M. Covarrubias, E.M. Goldberg, Proceedings of the National Academy of Sciences of the United States of America 121 (2024).
2024 |Epub ahead of print| Journal Article | IST-REx-ID: 14887 |
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Dynamic and selective engrams emerge with memory consolidation
D. Feitosa Tomé, Y. Zhang, T. Aida, O. Mosto, Y. Lu, M. Chen, S. Sadeh, D.S. Roy, C. Clopath, Nature Neuroscience (2024).
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D. Feitosa Tomé, Y. Zhang, T. Aida, O. Mosto, Y. Lu, M. Chen, S. Sadeh, D.S. Roy, C. Clopath, Nature Neuroscience (2024).
2024 |Epub ahead of print| Journal Article | IST-REx-ID: 15171 |
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Co-dependent excitatory and inhibitory plasticity accounts for quick, stable and long-lasting memories in biological networks
E.J. Agnes, T.P. Vogels, Nature Neuroscience (2024).
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E.J. Agnes, T.P. Vogels, Nature Neuroscience (2024).
2024 |Published| Journal Article | IST-REx-ID: 15169
kCSD-python, reliable current source density estimation with quality control
C. Chintaluri, M. Bejtka, W. Sredniawa, M. Czerwinski, J.M. Dzik, J. Jedrzejewska-Szmek, D.K. Wojciki, PLoS Computational Biology 20 (2024).
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C. Chintaluri, M. Bejtka, W. Sredniawa, M. Czerwinski, J.M. Dzik, J. Jedrzejewska-Szmek, D.K. Wojciki, PLoS Computational Biology 20 (2024).
2024 |Published| Journal Article | IST-REx-ID: 15258 |
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Ten simple rules for pushing boundaries of inclusion at academic events
S.M. Hall, D. Kochin, C. Carne, P. Herterich, K.L. Lewers, M. Abdelhack, A. Ramasubramanian, J.F. Michael Alphonse, V. Ung, S. El-Gebali, C. Currin, E. Plomp, R. Thompson, M. Sharan, PLOS Computational Biology 20 (2024).
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S.M. Hall, D. Kochin, C. Carne, P. Herterich, K.L. Lewers, M. Abdelhack, A. Ramasubramanian, J.F. Michael Alphonse, V. Ung, S. El-Gebali, C. Currin, E. Plomp, R. Thompson, M. Sharan, PLOS Computational Biology 20 (2024).
2024 |In Press| Journal Article | IST-REx-ID: 15295 |
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Meta-analysis of the comparative efficacy of benzodiazepines and antidepressants for psychic versus somatic symptoms of generalized anxiety disorder
C. Beyer, C. Currin, T. Williams, D.J. Stein, Comprehensive Psychiatry 132 (n.d.).
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C. Beyer, C. Currin, T. Williams, D.J. Stein, Comprehensive Psychiatry 132 (n.d.).
2024 |Published| Journal Article | IST-REx-ID: 17092 |
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Intrinsic neural excitability biases allocation and overlap of memory engrams
G. Delamare, D. Feitosa Tomé, C. Clopath, Journal of Neuroscience 44 (2024).
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G. Delamare, D. Feitosa Tomé, C. Clopath, Journal of Neuroscience 44 (2024).
2023 |Published| Book Chapter | IST-REx-ID: 12866
Altered childhood brain development in autism and epilepsy
C. Currin, C. Beyer, in:, B. Halpern-Felsher (Ed.), Encyclopedia of Child and Adolescent Health, 1st ed., Elsevier, 2023, pp. 86–98.
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C. Currin, C. Beyer, in:, B. Halpern-Felsher (Ed.), Encyclopedia of Child and Adolescent Health, 1st ed., Elsevier, 2023, pp. 86–98.
2023 |Published| Thesis | IST-REx-ID: 14422
Synapseek: Meta-learning synaptic plasticity rules
B.J. Confavreux, Synapseek: Meta-Learning Synaptic Plasticity Rules, Institute of Science and Technology Austria, 2023.
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B.J. Confavreux, Synapseek: Meta-Learning Synaptic Plasticity Rules, Institute of Science and Technology Austria, 2023.
2023 |Published| Journal Article | IST-REx-ID: 14666 |
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Metabolically regulated spiking could serve neuronal energy homeostasis and protect from reactive oxygen species
C. Chintaluri, T.P. Vogels, Proceedings of the National Academy of Sciences of the United States of America 120 (2023).
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C. Chintaluri, T.P. Vogels, Proceedings of the National Academy of Sciences of the United States of America 120 (2023).
2023 | Research Data Reference | IST-REx-ID: 14892 |
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douglastome/dynamic-engrams: Dynamic and selective engrams emerge with memory consolidation
D. Feitosa Tomé, (2023).
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D. Feitosa Tomé, (2023).
2023 |Published| Conference Paper | IST-REx-ID: 14993 |
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A framework for grassroots research collaboration in machine learning and global health
C. Currin, M.N. Asiedu , C. Fourie, B. Rosman, H. Turki, A. Lambebo Tonja, J. Abbott, M. Ajala, S.A. Adedayo, C.C. Emezue, D. Machangara, in:, 1st Workshop on Machine Learning & Global Health, OpenReview, 2023.
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C. Currin, M.N. Asiedu , C. Fourie, B. Rosman, H. Turki, A. Lambebo Tonja, J. Abbott, M. Ajala, S.A. Adedayo, C.C. Emezue, D. Machangara, in:, 1st Workshop on Machine Learning & Global Health, OpenReview, 2023.
2022 |Published| Conference Paper | IST-REx-ID: 13239 |
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Predictive learning enables neural networks to learn complex working memory tasks
T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
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T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
2022 |Published| Journal Article | IST-REx-ID: 11143 |
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Developmentally regulated impairment of parvalbumin interneuron synaptic transmission in an experimental model of Dravet syndrome
K. Kaneko, C. Currin, K.M. Goff, E.R. Wengert, A. Somarowthu, T.P. Vogels, E.M. Goldberg, Cell Reports 38 (2022).
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K. Kaneko, C. Currin, K.M. Goff, E.R. Wengert, A. Somarowthu, T.P. Vogels, E.M. Goldberg, Cell Reports 38 (2022).
2022 |Published| Journal Article | IST-REx-ID: 12009 |
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Developmental depression-to-facilitation shift controls excitation-inhibition balance
D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
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D.W. Jia, T.P. Vogels, R.P. Costa, Communications Biology 5 (2022).
2022 |Published| Journal Article | IST-REx-ID: 12084 |
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Regimes and mechanisms of transient amplification in abstract and biological neural networks
G. Christodoulou, T.P. Vogels, E.J. Agnes, PLoS Computational Biology 18 (2022).
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G. Christodoulou, T.P. Vogels, E.J. Agnes, PLoS Computational Biology 18 (2022).
2022 |Published| Journal Article | IST-REx-ID: 12225 |
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Depolarization of echo chambers by random dynamical nudge
C. Currin, S.V. Vera, A. Khaledi-Nasab, Scientific Reports 12 (2022).
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C. Currin, S.V. Vera, A. Khaledi-Nasab, Scientific Reports 12 (2022).
2022 |Published| Journal Article | IST-REx-ID: 10753 |
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A familiar thought: Machines that replace us?
B.J. Confavreux, T.P. Vogels, Neuron 110 (2022) 361–362.
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B.J. Confavreux, T.P. Vogels, Neuron 110 (2022) 361–362.
2022 |Published| Preprint | IST-REx-ID: 8125 |
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High capacity and dynamic accessibility in associative memory networks with context-dependent neuronal and synaptic gating
W.F. Podlaski, E.J. Agnes, T.P. Vogels, BioRxiv (2022).
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W.F. Podlaski, E.J. Agnes, T.P. Vogels, BioRxiv (2022).
2021 |Published| Conference Paper | IST-REx-ID: 11453 |
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Online learning of neural computations from sparse temporal feedback
L. Braun, T.P. Vogels, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.
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L. Braun, T.P. Vogels, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.