Original Research
Accepted on 10 Nov 2025
Motor Imagery-Based Brain-Computer Interface for Differential Diagnosis in Prolonged Disorders of Consciousness
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
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496 articles
Original Research
Published on 10 Nov 2025
Deep learning approaches for diagnosing seizure based on EEG signal analysis
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1669919
- 512 views
Original Research
Published on 03 Nov 2025
DeepAttNet: deep neural network incorporating cross-attention mechanism for subject-independent mental stress detection in passive brain–computer interfaces using bilateral ear-EEG
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1685087
- 1,026 views
Brief Research Report
Accepted on 31 Oct 2025
NeuroGaze: A Hybrid EEG and Eye-Tracking Brain-Computer Interface for Hands-Free Interaction in Virtual Reality
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
- 427 views
Original Research
Accepted on 31 Oct 2025
Multimodal Physiological Monitoring in Augmented Reality Teaching Environments for Children with Neurodevelopmental Disorders
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
- 270 views
Original Research
Published on 21 Oct 2025
Deep learning for inner speech recognition: a pilot comparative study of EEGNet and a spectro-temporal Transformer on bimodal EEG-fMRI data
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1668935
- 3,919 views
Original Research
Published on 08 Oct 2025
Using vision transformers for electrographic seizure classification to aid physician review of intracranial electroencephalography recordings
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1680395
- 2,489 views
Original Research
Published on 24 Sep 2025
Multimodal MBC-ATT: cross-modality attentional fusion of EEG-fNIRS for cognitive state decoding
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1660532
- 3,569 views
Original Research
Published on 07 Aug 2025
Ensemble learning techniques reveals multidimensional EEG feature alterations in pediatric schizophrenia
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1530291
- 2,648 views
Original Research
Published on 23 Jul 2025
Associations between pre-cue parietal alpha oscillations and event related desynchronization in motor imagery-based brain-computer interface
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1625127
- 2,187 views
Review
Published on 23 Jul 2025
Mind the gap: bridging ethical considerations and regulatory oversight in implantable BCI human subjects research
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1633627
- 3,813 views
- 1 citation
Original Research
Published on 16 Jul 2025
A study of motor imagery EEG classification based on feature fusion and attentional mechanisms
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1611229
- 2,117 views
Original Research
Published on 16 Jul 2025
Classification of finger movements through optimal EEG channel and feature selection
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1633910
- 1,596 views
- 1 citation
Original Research
Published on 10 Jul 2025
Requirement of a complex motor task to identify neuroplastic changes in motor control of the lower extremity in patients with anterior cruciate ligament reconstruction: a fNIRS study
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1595284
- 1,847 views
Editorial
Published on 09 Jul 2025
Editorial: Methods in brain-computer interfaces: 2023
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1647584
- 1,397 views
Original Research
Published on 04 Jul 2025
Neurophysiological predictors of deep learning based unilateral upper limb motor imagery classification
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1617748
- 1,908 views