Domain Adaptation-enhanced searchlight: enabling classification of brain states from visual perception to mental imagery

Abstract In cognitive neuroscience and brain-computer interface research, accurately predicting imagined stimuli is crucial. This study investigates the effectiveness of Domain Adaptation (DA) in enhancing imagery prediction using primarily visual data from fMRI scans of 18 subjects. Initially, we t...

Full description

Saved in:
Bibliographic Details
Main Authors: Alexander Olza, David Soto, Roberto Santana
Format: Article
Language:English
Published: SpringerOpen 2025-06-01
Series:Brain Informatics
Subjects:
Online Access:https://doi.org/10.1186/s40708-025-00263-0
Tags: Add Tag
No Tags, Be the first to tag this record!