Author

Oula Siljamo

Aalto UniversityORCID 0009-0006-8317-7101Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Assay:electrophysiology· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Matilda MakkoneniD· 2 shared Olli‐Pekka KahilakoskiiD· 2 shared Risto Juhani IlmoniemiiD· 2 shared Tuomas P. MutaneniD· 2 shared Fiona Mitchell BaumeriD· 1 shared Giulia PieramicoiD· 1 shared Ivan ZubareviD· 1 shared Joonas LaurinojaiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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Curved chords = mutual co-authorship

2 shared papersNeuroscience

Matilda MakkonenORCID

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Author profile →

2 papers

Recent·Most cited

TMS timed to interictal epileptiform discharges

Matilda Makkonen, Olli‐Pekka Kahilakoski, Miguel S. Menchaca, Ivan Zubarev, Oula Siljamo, Umair Hassan, Xiwei Shé, Wendy Qi, Tuomas P. Mutanen, Risto Juhani Ilmoniemi, Pantelis Lioumis, Fiona Mitchell Baumer

This study demonstrates the feasibility of timing transcranial magnetic stimulation (TMS) to interictal epileptiform discharges (IEDs) in children with SeLECTS using a CNN-based EEG pipeline.

bioRxiv · Feb 18, 2026 · PreprintNeuroscience

NeuroSimo: an open-source software for closed-loop EEG- or EMG-guided TMS

Olli‐Pekka Kahilakoski, Kyösti Alkio, Oula Siljamo, Kim Valén, Joonas Laurinoja, Lisa Haxel, Matilda Makkonen, Tuomas P. Mutanen, Timo Tommila, Roberto Guidotti, Giulia Pieramico, Risto Juhani Ilmoniemi, Timo Roine

NeuroSimo provides open-source software for real-time closed-loop EEG-TMS stimulation, enabling flexible and precise control with low timing error.

bioRxiv · Apr 5, 2025 · PreprintBioengineering