Article

Preserved Embedding of Neural Population Activity for Brain Computer Interfaces

2026-02-09

Abstract excerpt

Inferring neural population dynamics from motor cortex recordings is essential for brain-computer interface (BCI) control. However, neural activity patterns during similar behaviors exhibit systematic variability across recording sessions, subjects, and task contexts due to neural plasticity, anatomical differences, and varying movement distances. This variability degrades BCI decoder performanc when applied to di...

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Literature Corpus work: 864e9e54-1103-548b-b6fb-4cd8e46a0f86
DOI: 10.64898/2026.02.05.704020

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