Editorial
Published on 23 Jan 2026
Editorial: Neurocomputational models of decision-making and cognitive processes
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2026.1775871
- 492 views
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505 articles
articles
Review
Accepted on 21 Jan 2026
Individualized Brain-Computer Interface for People with Disabilities: A Review
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
- 178 views
Original Research
Published on 15 Jan 2026
Levels of shared autonomy in brain-robot interfaces: enabling multi-robot multi-human collaboration for activities of daily living
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1718713
- 791 views
Original Research
Published on 14 Jan 2026
Investigating singing imagery as an additional or alternative control task for EEG-based Brain-Computer Interfaces
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1736711
- 609 views
Original Research
Accepted on 13 Jan 2026
To Assure Aviation Safety: The Pilot Fatigue Detection Based on Short-Term Multimodal Physiological Signals
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
- 206 views
Original Research
Published on 12 Jan 2026
Exploring physical and functional EEG connectivity with multilayer graph transformer convolutional networks for emotion recognition
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1715410
- 877 views
Original Research
Published on 12 Jan 2026
Multimodal physiological monitoring in augmented reality teaching environments for children with neurodevelopmental disorders
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1712662
- 767 views
Perspective
Published on 07 Jan 2026
From neurotechnology to the classroom: the promise of brain–computer interfaces for training systems engineers
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1733768
- 613 views
Original Research
Accepted on 29 Dec 2025
Exploring Individual Biases in BCI Research and Users: Does Gender Matter?
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
- 271 views
Original Research
Published on 18 Dec 2025
Improved filter bank common spatial pattern algorithm based on the sparrow search algorithm
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1679329
- 1,033 views
Original Research
Published on 27 Nov 2025
Motor imagery-based brain-computer interface for differential diagnosis in prolonged disorders of consciousness
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2025.1695730
- 1,243 views
Brief Research Report
Published on 21 Nov 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
doi 10.3389/fnhum.2025.1695446
- 2,121 views
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
- 1,762 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
- 1,883 views
- 1 citation
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
- 5,586 views
- 1 citation
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
- 3,250 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
- 4,826 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
- 3,071 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
- 2,718 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
- 6,570 views
- 2 citations
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
- 2,973 views
- 2 citations
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
- 2,259 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
- 2,315 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
- 1,929 views