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Author

Olivier Oullier

3 papers indexed here

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#machine learning Preprint Sep 2026

Identifying Neural Source Dynamics from Unknown Local Interventions

Electroencephalography records mixtures of brain-source activity and shows that unknown local mechanism changes can supply the missing information and direct reconstruction is also more reliable than a matched-information spectral estimator.

Ayana Mussabayeva, Jia-Qi Sun, Anuar Aimoldin et al. · 0 citations
Jul 2026

Subject-Level Heterogeneity in EEG Motor Imagery Decoding: A Large-Scale Benchmark and Portfolio-Based Reduction of the Search Space

A large-scale, standardized within-session benchmark of decoding pipelines across three public datasets is presented, using the benchmark as an empirical performance landscape for building compact portfolios of pipelines of size K.

Paul Barbaste, Olivier Oullier, Xavier Vasques · 0 citations

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