Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding

Conservation of the neural code across subjects is crucial for training brain-computer interfaces. Through alignment of neural manifolds, the authors show cross-subject generalization in the decoding of unconstrained behavior from sensorimotor cortex.

Bibliographic Details
Main Authors: Svenja Melbaum, Eleonora Russo, David Eriksson, Artur Schneider, Daniel Durstewitz, Thomas Brox, Ilka Diester
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-022-35115-6