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Joseph Paillard | Researchclopedia

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Joseph Paillard

14

Works

137

Citations

4

h-index

2

i10-index

Research Topics

EEG and Brain-Computer Interfaces Neural dynamics and brain function Functional Brain Connectivity Studies

Affiliations

Roche (Switzerland)2023–2025

École Polytechnique2022–2022

Commissariat à l'Énergie Atomique et aux Énergies Alternatives2021–2025

Université Paris-Saclay2022–2025

CEA Paris-Saclay - Etablissement de Saclay2021–2021

Top Works

Data augmentation for learning predictive models on EEG: a systematic comparison

Cédric Rommel,Joseph Paillard,et al.

202296 citations

Advanced Memory and Neural Computing

Generative Adversarial Networks and Image Synthesis

Machine learning of brain-specific biomarkers from EEG

Philipp Bomatter,Joseph Paillard,et al.

202420 citations

Machine learning of brain-specific biomarkers from EEG

Philipp Bomatter,Joseph Paillard,et al.

20238 citations

GREEN: A lightweight architecture using learnable wavelets and Riemannian geometry for biomarker exploration with EEG signals

Joseph Paillard,Joerg F. Hipp,et al.

20256 citations

Data augmentation for learning predictive models on EEG: a systematic comparison

Cédric Rommel,Joseph Paillard,et al.

20224 citations

GREEN: a lightweight architecture using learnable wavelets and Riemannian geometry for biomarker exploration

Joseph Paillard,Joerg F. Hipp,et al.

20243 citations

Benchmarking the utility of dry-electrode electroencephalography for clinical trials

Joseph Paillard,Philipp Bomatter,et al.

20251 citations

Braindecode: toolbox for decoding raw electrophysiological brain data with deep learning models

Bruno Aristimunha,Pierre Guetshel,et al.

20251 citations

Aggregate Models, Not Explanations: Improving Feature Importance Estimation

Joseph Paillard,Angel Reyero Lobo,et al.

20260 citations