One Transformer Reads Three Brain-Signal Types at Once, Hitting 71% Accuracy
A single Transformer-based decoder trained on the OpenBMI dataset classified eight EEG classes spanning motor imagery, P300, and SSVEP paradigms ...
Tag: Brain-Computer Interface
Implanted brain-computer interfaces lack a shared safety rulebook, review warns
A new review finds that safety evidence for implanted brain-computer interfaces remains fragmented across small, hard-to-compare studies, and proposes a ...
Earbuds that read the brain: review maps the rise of in-ear EEG
A systematic review of 24 studies finds that in-ear EEG devices can monitor sleep, seizures, workload and emotions outside the ...
Brain–computer interface stimulation shows clearer recovery signal after stroke, review finds
A network meta-analysis of sixteen randomized trials finds brain-computer interface-triggered functional electrical stimulation shows a clearer motor recovery signal after ...
A New Framework Proposes Controlling High-Performance Brain States in Real Time
A new hypothesis paper proposes treating access to high-performance cognitive states as a closed-loop engineering problem, specifying a five-layer architecture ...
New Deep Learning Network Sharpens Decoding of Imagined Movement Brain Signals
Researchers have built a deep learning network combining multiscale convolutional filtering with temporal and channel attention that outperformed five leading ...
Brain-computer interface training shows preliminary cognitive and daily-living benefits after stroke
A systematic review and meta-analysis of 11 randomized controlled trials involving 559 patients with stroke found that brain-computer interface training ...
Brain stimulation plus brain-computer interface shows no clear extra benefit for stroke arm recovery
A new systematic review and meta-analysis finds that adding non-invasive brain stimulation to brain-computer interface training does not clearly improve ...
One EEG Electrode May Be Enough to Detect VR Motion Sickness
Researchers used SHAP-based explainable AI to identify a single EEG electrode and just seven features that detect virtual reality motion ...
Quantum-Safe Encryption Arrives for Brain-Computer Interfaces Without Slowing Them Down
A new communication framework called PQ-NeuroLink brings post-quantum cryptography to distributed EEG brain-computer interfaces while adding less than half a ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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