Ontology highlight
ABSTRACT:
SUBMITTER: Vahid A
PROVIDER: S-EPMC7062698 | biostudies-literature | 2020 Mar
REPOSITORIES: biostudies-literature
Vahid Amirali A Mückschel Moritz M Stober Sebastian S Stock Ann-Kathrin AK Beste Christian C
Communications biology 20200309 1
Efficient action control is indispensable for goal-directed behaviour. Different theories have stressed the importance of either attention or response selection sub-processes for action control. Yet, it is unclear to what extent these processes can be identified in the dynamics of neurophysiological (EEG) processes at the single-trial level and be used to predict the presence of conflicts in a given moment. Applying deep learning, which was blind to cognitive theory, on single-trial EEG data all ...[more]