Jiayuan He

Bidirectional Reasoning for Channel Selection of Electroencephalography in Auditory Attention Decoding

Auditory attention decoding (AAD) from electroencephalography (EEG) is a promising neural sensing approach for neuro-steered hearing devices, but dense electrode configurations limit portability and wearability, making reduced-channel EEG measurement essential for wearable biomedical instrumentation. Current channel-se...

Toward Intraoperative Glioma Localization: Exploring the Relationship Between Tumor Invasion Depth and Electrocorticography Signals.

BACKGROUND Glioma is a common primary malignant tumor; accurate intraoperative localization, especially of invasion depth, is critical for resection and postoperative treatment. Preoperative MRI and neuronavigation is reliable mainly before craniotomy, but brain shift begins to compromise image-to-patient registration...

Identifying brain-computer interface translational priorities with an outlook on the field in 2035

Brain–computer interfaces (BCIs) have advanced rapidly, particularly over the past few decades, evolving from experimental demonstrations to powerful research tools and early-stage clinical technologies. Invasive, semi-invasive, and non-invasive modalities now enable neural decoding, neuromodulation, and functional res...

Vision-based postural kinematics reveal brain–body workload coupling in ship-motion digital control operation