Article

Cross-brain transfer of high-performance intracortical speech and handwriting BCIs

2026-01-14

Abstract excerpt

Intracortical brain-computer interfaces (BCIs) that decode complex movements, such as handwriting and speech, can require substantial training data to achieve high performance. We investigated whether leveraging the neural activity recordings of previous users could reduce this initial data collection burden for new BCI users (an approach we call “cross-brain transfer”). Using intracortical recordings from five Br...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 33e3dbc0-a3af-59b0-b31a-291c63039754
DOI: 10.64898/2026.01.12.699110

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Cross-brain transfer of high-performance intracortical speech and handwriting BCIsDOI 10.64898/2026.01.12.699110Read

Cross-subject decoding of human neural data for speech Brain Computer InterfacesSemantic proximity Read

Generalized neural decoders for transfer learning across participants and recording modalitiesSemantic proximity Read

A generalizable speech neuroprosthesisSemantic proximity Read

Preserved Embedding of Neural Population Activity for Brain Computer InterfacesSemantic proximity Read

Generalizable Finger Movement Decoding from Intracranial Recordings Across Static and Dynamic ActionsSemantic proximity Read

A Novel Machine Learning Model for Non-Invasive EEG-Based Inner-Speech Translation in ALSSemantic proximity Read

A Novel Machine Learning Model for Non-Invasive EEG-Based Inner-Speech Translation in ALSSemantic proximity Read

Learning-related population dynamics in right and left dorsal premotor cortex during typing skill acquisitionSemantic proximity Read

Monkey-to-human transfer of brain-computer interface decodersSemantic proximity Read

How Far Are We From the Realization of Non-Invasive Speech BCIs? A Deep Learning Scaling Law-Guided Clinical AnalysisSemantic proximity Read

Benefits of Deep Learning Classification of Continuous Noninvasive Brain-Computer Interface ControlSemantic proximity Read

Transcending ECoG Spatial Sampling Limits: Expanding Virtual Neural Landscapes with Generative AI for Motor DecodingSemantic proximity Read