Learning from Heterogeneous EEG Signals with Differentiable Channel
Reordering

Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering

21 October 2020

Olivier Pietquin

Papers citing "Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering"

11 / 11 papers shown

Title
EEGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training Tongtian Yue Shuning Xue Xuange Gao Yepeng Tang Longteng Guo Jie Jiang Qingbin Liu 32 4 0 14 Oct 2024
SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding Ziyang Zhang Andrew Thwaites Alexandra Woolgar Brian Moore Chao Zhang Mamba 62 1 0 30 Sep 2024
Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning Lukas A. W. Gemein R. Schirrmeister Joschka Boedecker Tonio Ball 18 4 0 22 Sep 2023
Distributionally Robust Cross Subject EEG Decoding Tiehang Duan Zhenyi Wang Gianfranco Doretto Fang Li Cui Tao Don Adjeroh 12 3 0 19 Aug 2023
Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning Rui Liu Yuanyuan Chen Anran Li Y. Ding Han Yu Cuntai Guan FedML 42 7 0 14 Aug 2023
Data augmentation for learning predictive models on EEG: a systematic comparison Cédric Rommel Joseph Paillard Thomas Moreau Alexandre Gramfort 66 54 0 29 Jun 2022
Energy-Efficient Tree-Based EEG Artifact Detection T. Ingolfsson A. Cossettini Simone Benatti Luca Benini 11 11 0 19 Apr 2022
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals Cédric Rommel Thomas Moreau Joseph Paillard Alexandre Gramfort 19 37 0 25 Jun 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning Nathan Grinsztajn Johan Ferret Olivier Pietquin Philippe Preux M. Geist SSL 34 14 0 08 Jun 2021
Robust learning from corrupted EEG with dynamic spatial filtering Hubert J. Banville Sean U. N. Wood Chris Aimone D. Engemann Alexandre Gramfort 27 30 0 27 May 2021
Comparison of Attention-based Deep Learning Models for EEG Classification Giulia Cisotto Alessio Zanga Joanna Chlebus I. Zoppis Sara Manzoni Urszula Markowska-Kaczmar 19 19 0 02 Dec 2020