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Real-time intelligence on brain-computer interface funding, clinical trials, research, and policy.
89.6% MI Accuracy via EEG-EMG Pair Optimisation in Stroke BCI
NSGA-II optimisation of EEG-EMG channel pairs hits 89.6% motor imagery accuracy in 8 stroke patients.
Read →EMG Gesture Decoding: 40 Intact Subjects Beat 10 Amputees
Cross-user EMG encoder hits 0.779 macro-F1 in amputees with 3 labeled reps — but zero-shot transfer fails completely.
Read →16-Channel EEG Hybrid BCI Hits 100% Accuracy
15-subject study combines eye-tracking with motor imagery EEG to hit 100% accuracy, beating standalone MI decoding.
Read →EEG-to-Image, Text, Audio: 2017-2025 Survey
A 2017–2025 survey maps EEG-to-image, text, and audio decoding — and exposes the benchmarking gaps blocking clinical translation.
Read →NeuroSketch: CNN-2D Tops 9 Architectures in BCI Decoding
NeuroSketch benchmarks 9 architectures across ~5,000 experiments, finding CNN-2D leads BCI decoding across EEG, SEEG, and ECoG signals.
Read →MAPA Cuts iEEG Decoder Training Data by 95%
MAPA masked autoencoder cuts iEEG decoder labeled data needs from 3,500 to ~164 trials via anatomical spatial encoding.
Read →UCSF ECoG BCI Restores Speech and Gesture in 3 Patients
UCSF's Chang Lab decodes simultaneous speech and gesture in 3 paralysis patients via ECoG avatar BCI.
Read →UCSF BCI Decodes Speech and Gestures Simultaneously
UCSF's Edward Chang decodes speech and gestures simultaneously from a single cortical implant, hitting 100% median accuracy in 3 ALS patients.
Read →FRIST Boosts EEG Finger Decoding to 87.40% Accuracy
FRIST framework uses fMRI spatial priors to lift EEG finger decoding from 66.93% to 74.53% for two-class motor execution.
Read →NeuroClick: Tooth-Click Earables Hit 98.6% F1 in OR
NeuroClick earable system hits 98.6% F1-score for tooth-click OR control, validated with 20 neurosurgeons in simulated resection.
Read →China AI Funding Hits 351.59B Yuan in August 2026
China's AI sector closed 313 deals in August 2026, totaling 351.59B yuan — 4x YoY — with BCI and computing power among the standout verticals.
Read →P300 Speller Pipeline Tested Across 5 EEG Headsets
A hardware-agnostic P300 pipeline tested on 5 EEG headsets shows Emotiv Flex as most promising, but character accuracy gaps raise reproducibility questions.
Read →UNESCO Neural Data Rules Mean for India's BCI Market
UNESCO's 2025 neural data recommendation meets India's DPDP Rules—but a legal gap leaves cognitive inference unprotected until at least mid-2027.
Read →RAPIDO Implant Controlled 6,584 Miles Away at 109ms
KAIST's RAPIDO implant was remotely operated from Chicago to South Korea across 6,584 miles at 109ms latency.
Read →BCI Trial Ends, Then What? Post-Trial Access Gap
A BMC Medical Ethics consensus study flags a critical gap: what happens to BCI trial participants when the trial ends?
Read →Axonal Delay Dispersion Sets What Neurons Detect
A single anatomical parameter—axonal delay dispersion—determines whether a neuron detects events or sequences, with ~1ms timing tolerance.
Read →cBCI Trust Timing Study: Fast AI Causes Blind Compliance
New cBCI study: fast AI collapses human accuracy to 50.2%; slow AI induces hesitation but teams recover to 100%.
Read →51% F1: EMG Beats VR Headset Occlusion for Emotion AI
Seven-channel upper-face EMG fused with lower-face video hits 51% macro-F1 for 7-class emotion recognition under HMD occlusion.
Read →What Happens to BCI Patients When Trials End?
As BCI trial enrollment grows, a 24-expert panel flags a critical gap: no rules govern what sponsors owe patients after studies close.
Read →Subsense Raises $27M to Build Nanoparticle BCI
Subsense raised $27M seed to develop intranasally delivered nanoparticles that read and stimulate neurons without surgery.
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