2 papers
cs.LG2026
RPNT: Robust Pre-trained Neural Transformer -- A Pathway for Generalized Motor Decoding
Hao Fang, Ryan A. Canfield, Tomohiro Ouchi +3
Brain motor decoding aims to interpret and translate neural activity into behaviors. Decoding models should generalize across variations, such as recordings from different brain si…
q-bio.NC2025
SPINT: Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding
Trung Le, Hao Fang, Jingyuan Li +5
Intracortical Brain-Computer Interfaces (iBCI) aim to decode behavior from neural population activity, enabling individuals with motor impairments to regain motor functions and com…