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Neuracle Medical Technology (Shanghai) Co., Ltd. listed its Model 1014-35 cortical electrode in the National Medical Products Administration's medical device unique identification database. The entry identifies the electrode as a component of an implanted EEG electrode kit, which in turn forms part of an implanted BCI hand motor function compensation system. The system also includes a BCI implant, an EEG transceiver, pneumatic glove equipment, and related software. The entry clarifies these component relationships; UDI listing itself is neither a new marketing authorization nor evidence of clinical effectiveness.

Neuracle Medical Technology (Shanghai) Co., Ltd. listed an Implanted EEG Electrode Kit, Model K1014-25, in the National Medical Products Administration's medical device unique identification database. The entry describes a kit containing a cortical electrode (1014-25) and supporting components, forming part of an implanted BCI hand motor function compensation system. The system also includes a BCI implant, an EEG transceiver, pneumatic glove equipment, and related software. The record identifies the kit and its relationship to the system; UDI listing itself is neither a new marketing authorization nor evidence of functional improvement in patients.

Neuracle Medical Technology (Shanghai) Co., Ltd. listed its Model 1014-25 cortical electrode in the National Medical Products Administration's medical device unique identification database. The entry identifies the electrode as part of an implantable EEG electrode kit, which is a component of an implantable BCI hand motor function compensation system. The full system also includes a BCI implant, an EEG transceiver, pneumatic glove equipment, and related software. The record identifies the electrode and its relationship to the kit and system; UDI listing itself is neither a new marketing authorization nor clinical evidence of improved hand function.

Neuracle Medical Technology (Shanghai) Co., Ltd. listed its K1014-35 Implantable EEG Electrode Kit in the National Medical Products Administration's medical device unique identification database. The entry describes a kit containing a cortical electrode (1014-35) and supporting components, forming part of an implantable BCI hand motor function compensation system. The complete system also includes a BCI implant, an EEG transceiver, pneumatic glove equipment, and related software. The record identifies the kit and its relationship to the system; UDI listing itself is neither a new marketing authorization nor evidence of safety or functional improvement in patients.

Neuracle Medical Technology (Shanghai) Co., Ltd. listed its Model 1014-15 cortical electrode in the National Medical Products Administration's medical device unique identification database. The entry identifies the electrode as a component of an implantable EEG electrode kit, which forms part of an implantable BCI hand motor function compensation system. The system also includes a BCI implant, an EEG transceiver, pneumatic glove equipment, and related software. The record specifies the electrode's model, identifier, and relationship to the system; UDI listing itself is neither a new marketing authorization nor clinical evidence of improved hand function.

Neuracle Medical Technology (Shanghai) Co., Ltd. listed its K1014-15 Implantable EEG Electrode Kit in the National Medical Products Administration's medical device unique identification database. The entry describes a kit containing a cortical electrode (1014-15) and supporting components, forming part of an implantable BCI hand motor function compensation system. The complete system also includes a BCI implant, an EEG transceiver, pneumatic glove equipment, and related software. The record identifies the kit and its relationship to the system; UDI listing itself is neither a new marketing authorization nor evidence of safety or improved hand function in patients.

Oxford researchers compared six aggregation strategies; training-time logit averaging led in six of seven settings. Aggregating 100 same-phoneme trials yielded 64.1% balanced accuracy in a public-test-split re-evaluation, 17.4 points above the competition champion model. The preprint experiments use MEG recordings.

Authors at Mexico’s National Rehabilitation Institute and the Center for Research and Advanced Studies of the National Polytechnic Institute reviewed BCI cognitive rehabilitation. Studies report cognitive improvements in mild cognitive impairment, stroke and ADHD, but randomized trials are few and all reviewed applications use non-invasive EEG.

Researchers at Xi’an Jiaotong University and collaborating institutions developed E-STACNet to model spatial relationships between EEG channels alongside changes over time. Mean accuracies were 88.00% on BCI Competition IV 2a and 80.62% on Giga DB; DEAP valence and arousal classification reached 96.49% and 96.46%.

Researchers at the University of Nebraska–Lincoln and University of Nebraska at Omaha compared three communication displays in 24 neurotypical children aged 8–13. Scene and grid displays had similar offline BCI performance, but children rated scenes as more visually appealing. Layout and background also affected EEG responses.