Advancing brain-computer interfaces through fNIRS and EEG integration

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ORIGINAL RESEARCH

Accepted on 21 Nov 2025

Real-World Evaluation of Deep Learning Decoders for Motor Imagery EEG-based BCIs

Pierre Sedi Nzakuna
Emanuele D'Auria
Vincenzo Paciello
Vincenzo Gallo
Ernest N. Kamavuako
Aimé Lay-Ekuakille
Kyandoghere KYAMAKYA

ORIGINAL RESEARCH

Published on 24 Sep 2025

Multimodal MBC-ATT: cross-modality attentional fusion of EEG-fNIRS for cognitive state decoding

Yu Li
Lei Zhu
Aiai Huang
Jianhai Zhang
Peng Yuan

doi 10.3389/fnhum.2025.1660532

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Frontiers in Human Neuroscience

Frontiers in Human Neuroscience

Brain-Computer Interfaces

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