Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains

Christian Donner; Julian Bartram; Philipp Hornauer; Taehoon Kim; Damian Roqueiro; Andreas Hierlemann; Guillaume Obozinski; Manuel Schröter

doi:10.1371/journal.pcbi.1011964

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Peer-reviewed

Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains

Christian Donner ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: christian.research@mailbox.org (CD); manuel.schroeter@bsse.ethz.ch (MS)

Affiliation Swiss Data Science Center, ETH Zürich & EPFL, Zürich & Lausanne, Switzerland

https://orcid.org/0000-0002-4499-2895

⨯
Julian Bartram,

Roles Data curation, Investigation, Writing – original draft, Writing – review & editing

Affiliation Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
⨯
Philipp Hornauer,

Roles Writing – original draft, Writing – review & editing

Affiliation Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
⨯
Taehoon Kim,

Roles Writing – original draft, Writing – review & editing

Affiliation Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
⨯
Damian Roqueiro,

Roles Writing – original draft, Writing – review & editing

Affiliation Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
⨯
Andreas Hierlemann,

Roles Writing – original draft, Writing – review & editing

Affiliation Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland

https://orcid.org/0000-0002-3838-2468

⨯
Guillaume Obozinski,

Roles Writing – original draft, Writing – review & editing

Affiliation Swiss Data Science Center, ETH Zürich & EPFL, Zürich & Lausanne, Switzerland
⨯
Manuel Schröter

Roles Conceptualization, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: christian.research@mailbox.org (CD); manuel.schroeter@bsse.ethz.ch (MS)

Affiliation Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland

https://orcid.org/0000-0002-9347-9203

⨯

Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains

Christian Donner,
Julian Bartram,
Philipp Hornauer,
Taehoon Kim,
Damian Roqueiro,
Andreas Hierlemann,
Guillaume Obozinski,
Manuel Schröter

Published: April 29, 2024
https://doi.org/10.1371/journal.pcbi.1011964

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