EEG-fMRI fusion analysis of attention and visual working memory

• DOI: 10.32470/ccn.2023.1293-0
• Publication Date: 2023-09-06T17:48:44Z
• Authors: Viljami Salmela; Lijing Guo; Kimmo Alho; Chaoxiong Ye
• Keywords: visual working memory; representational similarity analysis; toiminnallinen magneettikuvaus; RSA; fMRI; EEG-fMRI fusion; Psychology; EEG; näkömuisti; change detection; työmuisti; tarkkaavaisuus; Psykologia

nonPeerReviewed<br/>While the previous fMRI studies suggest that the contents of the visual working memory (VWM) are represented in a spatially widely distributed brain network and the previous EEG studies have revealed some temporal properties of the memory processes, the exact spatio-temporal dynamics of working memory processes are not yet understood. Here we used multivariate EEG-fMRI fusion analysis to combine spatially (fMRI) and temporally (EEG) precise information, separately measured (n = 29) during a cued and delayed orientation change detection. Representational dissimilarity matrices (RDMs) from EEG responses in 10 ms time bins and fMRI responses from 360 different brain regions were correlated with each other as well as with model RDMs. Both EEG and fMRI response patterns were almost fully explained by attention (left/right cue) and only minimally by memory (set size and change magnitude). EEG-fMRI fusion showed distinct temporal profiles in different regions containing sustained information and transient peaks. The results highlight the role of attentional processes during working memory tasks<br/>