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32 Publications
2025 | Published | Journal Article | IST-REx-ID: 19068 |

Analytical strength-duration curve for the spiking response of the LIF neuron to an alpha-function-shaped excitatory current pulse
A. Paraskevov, Results in Applied Mathematics 25 (2025).
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A. Paraskevov, Results in Applied Mathematics 25 (2025).
2025 | Published | Journal Article | IST-REx-ID: 19640 |

Balancing complexity, performance and plausibility to meta learn plasticity rules in recurrent spiking networks
B.J. Confavreux, E.J. Agnes, F. Zenke, H. Sprekeler, T.P. Vogels, PLoS Computational Biology 21 (2025).
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B.J. Confavreux, E.J. Agnes, F. Zenke, H. Sprekeler, T.P. Vogels, PLoS Computational Biology 21 (2025).
2025 | Published | Journal Article | IST-REx-ID: 19036 |

Layer-specific control of inhibition by NDNF interneurons
L.B. Naumann, L. Hertäg, J. Müller, J.J. Letzkus, H. Sprekeler, Proceedings of the National Academy of Sciences of the United States of America 122 (2025).
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L.B. Naumann, L. Hertäg, J. Müller, J.J. Letzkus, H. Sprekeler, Proceedings of the National Academy of Sciences of the United States of America 122 (2025).
2025 | Published | Journal Article | IST-REx-ID: 8125 |

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, Physical Review X 15 (2025).
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W.F. Podlaski, E.J. Agnes, T.P. Vogels, Physical Review X 15 (2025).
2025 | Epub ahead of print | Journal Article | IST-REx-ID: 19794 |

Network models incorporating chloride dynamics predict optimal strategies for terminating status epilepticus
C. Currin, R.J. Burman, T. Fedele, G. Ramantani, R.E. Rosch, H. Sprekeler, J.V. Raimondo, Neurobiology of Disease 212 (2025).
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C. Currin, R.J. Burman, T. Fedele, G. Ramantani, R.E. Rosch, H. Sprekeler, J.V. Raimondo, Neurobiology of Disease 212 (2025).
2024 | Published | Journal Article | IST-REx-ID: 15295 |

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 (2024).
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C. Beyer, C. Currin, T. Williams, D.J. Stein, Comprehensive Psychiatry 132 (2024).
2024 | Published | Journal Article | IST-REx-ID: 17886 |

The vitals for steady nucleation maps of spontaneous spiking coherence in autonomous two-dimensional neuronal networks
D. Zendrikov, A. Paraskevov, Neural Networks 180 (2024).
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D. Zendrikov, A. Paraskevov, Neural Networks 180 (2024).
2024 | Published | Journal Article | IST-REx-ID: 15171
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 27 (2024) 964–974.
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E.J. Agnes, T.P. Vogels, Nature Neuroscience 27 (2024) 964–974.
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 | Published | Journal Article | IST-REx-ID: 14887 |

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 27 (2024) 561–572.
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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 27 (2024) 561–572.
2024 | Published | Journal Article | IST-REx-ID: 15258 |

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 | 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 | Submitted | Preprint | IST-REx-ID: 19520 |

Spinal neuron diversity scales exponentially with swim-to-limb transformation during frog metamorphosis
D. Vijatovic, F.A. Toma, Z.P. Harrington, C.M. Sommer, R. Hauschild, A.J. Trevisan, P. Chapman, M. Julseth, S. Brenner-Morton, M.I. Gabitto, J.S. Dasen, J.B. Bikoff, L.B. Sweeney, BioRxiv (n.d.).
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D. Vijatovic, F.A. Toma, Z.P. Harrington, C.M. Sommer, R. Hauschild, A.J. Trevisan, P. Chapman, M. Julseth, S. Brenner-Morton, M.I. Gabitto, J.S. Dasen, J.B. Bikoff, L.B. Sweeney, BioRxiv (n.d.).
2024 | Published | Journal Article | IST-REx-ID: 17092 |

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 | Conference Paper | IST-REx-ID: 14993 |

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.
2023 | Published | Journal Article | IST-REx-ID: 14666 |

Metabolically regulated spiking could serve neuronal energy homeostasis and protect from reactive oxygen species
Chintaluri, Chaitanya, 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). 2023
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Chintaluri, Chaitanya, 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). 2023
2023 | Research Data Reference | IST-REx-ID: 14892 |

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 | 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.
2022 | Published | Journal Article | IST-REx-ID: 12225 |

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).