Research gap
A research opportunity connected to missing evidence, methods, datasets, validation, or translation.
Gap type
Priority
Evidence
Status
Followers
Evidence links
Preparing research brief
The platform is organizing evidence for this page. Linked papers and discussion remain available while the brief is prepared.
The first accepted evidence set for High-bandwidth brain–computer interfaces includes 12 papers. Evidence currently spans 2020 to 2025. Methods represented in the accepted evidence include 32x32 MEA design, Single 1V supply operation, Wired-OR-based compression. The most specific unresolved gap is unresolved evidence gap around focuses on utah mea technology. Paper intelligence specifically flags: Focuses on Utah MEA technology; Data is from a single human subject; Performance evaluated on a synthetic dataset. This gap should be tracked as topic memory, paper intelligence, and future accepted evidence mature.
Current barriers will appear when evidence is linked or reviewed.
Classification of motor imagery EEG using deep learning increases performance in inefficient BCI users
Navneet Tibrewal; Nikki Leeuwis; Maryam Alimardani · 2022 · PLoS ONE
Evaluating deep learning EEG-based mental stress classification in adolescents with autism for breathing entrainment BCI
Avirath Sundaresan; Brian Penchina; Sean Cheong; Victoria M. Grace; Antoni Valero‐Cabré; Adrien Martel · 2021 · Brain Informatics
Three-dimensional, multifunctional neural interfaces for cortical spheroids and engineered assembloids
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Translational opportunity
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Useful contributions cite evidence, clarify uncertainty, or explain why the object has changed.
Yoonseok Park; Colin K. Franz; Hanjun Ryu; Haiwen Luan; Kristen Y. Cotton; Jong Uk Kim; Ted S. Chung; Shiwei Zhao; Abraham Vázquez‐Guardado; Da Som Yang; Kan Li; Raudel Avila; Jack Phillips; Maria J. Quezada; Hokyung Jang; Sung Soo Kwak; Sang Min Won; Kyeongha Kwon; Hyoyoung Jeong; Amay J. Bandodkar; Mengdi Han; Hangbo Zhao; Gabrielle R. Osher; Heling Wang; KunHyuck Lee; Yihui Zhang; Yonggang Huang; John D. Finan; John A. Rogers · 2021 · Science Advances
Existing attempts will appear when papers are linked.
Limitations will be summarized from reviewed evidence when available.