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AI & CognitionOpenAlex2026-07-13Verified (70)

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Implanted Pediatric Brain-Computer Interface Research: Recommendations for the Ethical Design of Clinical Trials

Christopher Bobier, Daniel J. Hurst

For children with severe physical and cognitive disabilities (e.g. iatrogenic neurologic injury, congenital myelopathy, or quadriplegic cerebral palsy), there are limited therapeutic options. Scientific and clinical developments in implantable brain computer interface (BCI) technology are in clinical trials in adults. The ethical issues around implantable BCI research in adults have recently been examined, but to ...

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AI & CognitionOpenAlex2026-07-13Preprint (40)

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Learning Dynamic Neural Evidence Representations for Time-Adaptive Brain--Computer Interfaces

Beining Cao, Ziyi Zhao, Xiaowei Jiang et al.

Brain–computer interfaces (BCIs) decode neural activity into commands, yet most existing systems rely on fixed window decoding that may result in redundant observation or unreliable predictions due to insufficient evidence. Adaptive temporal decision making (ATDM) addresses this accuracy–time trade off by progressively accumulating EEG evidence and deciding when to stop. However, existing EEG encoders are mainly d...

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Implanted Pediatric Brain-Computer Interface Research: Recommendations for the Ethical Design of Clinical Trials

Learning Dynamic Neural Evidence Representations for Time-Adaptive Brain--Computer Interfaces

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