Original Research
Accepted on 04 Dec 2025
Improved filter bank common spatial pattern algorithm based on the Sparrow search algorithm
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
- 138 views
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499 articles
Original Research
Accepted on 28 Nov 2025
Exploring Physical and Functional EEG Connectivity with Multilayer Graph Transformer Convolutional Networks for Emotion Recognition
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
- 408 views
Perspective
Accepted on 27 Nov 2025
From Neurotechnology to the Classroom: The Promise of Brain–Computer Interfaces for Training Systems Engineers
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
- 145 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
- 555 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
- 1,430 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
- 1,028 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
- 1,429 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
- 331 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
- 4,740 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
- 2,718 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
- 4,084 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
- 2,814 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
- 2,364 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
- 5,180 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
- 2,422 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
- 1,839 views
- 1 citation