Article

Generalizable Finger Movement Decoding from Intracranial Recordings Across Static and Dynamic Actions

2026-03-30

Abstract excerpt

Reliable decoding of finger movements requires brain-computer interfaces (BCIs) that generalize across the diverse static and dynamic actions performed in daily life. Static postures and dynamic movement sequences rely on partially distinct neural representations, and the balance between these components varies widely across tasks. Yet most BCI decoding pipelines are optimized for a narrow task domain, limiting th...

Topics

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

Identifiers and source

Literature Corpus work: 8a323deb-ff47-507a-9e6d-d62eb07c903b
DOI: 10.64898/2026.03.27.714722

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Generalizable Finger Movement Decoding from Intracranial Recordings Across Static and Dynamic ActionsDOI 10.64898/2026.03.27.714722Read

A shared neural architecture underlies finger movement encoding in the human sensorimotor cortexSemantic proximity Read

Compositional decoding of neural activity enhances generalization in handwriting BCIsSemantic proximity Read

Gesture encoding in human left precentral gyrus neuronal ensemblesSemantic proximity Read

Exploring Synergies in Brain-Machine Interfaces: Compression vs. PerformanceSemantic proximity Read

A generic noninvasive neuromotor interface for human-computer interactionSemantic proximity Read

Cross-brain transfer of high-performance intracortical speech and handwriting BCIsSemantic proximity Read

Contrasting action and posture coding with hierarchical deep neural network models of proprioceptionSemantic proximity Read

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

Enhancing Gesture Decoding Performance Using Signals from Posterior Parietal Cortex: A Stereo-Electroencephalograhy (SEEG) StudySemantic proximity Read

Neural subspaces of imagined movements in parietal cortex remain stable over several years in humansSemantic proximity Read

Continuous Tracking using Deep Learning-based Decoding for Non-invasive Brain-Computer InterfaceSemantic proximity Read

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