D3 Artikkeli ammatillisessa konferenssijulkaisussa
EEG-fMRI fusion analysis of attention and visual working memory (2023)

Salmela, V., Guo, L., Alho, K., & Ye, C. (2023). EEG-fMRI fusion analysis of attention and visual working memory. In CCN 2023 : 2023 Conference on Cognitive Computational Neuroscience (pp. 678-680). Conference Management Services, Inc.. https://doi.org/10.32470/ccn.2023.1293-0

JYU-tekijät tai -toimittajat

Ye, Chaoxiong

Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajat: Salmela, Viljami; Guo, Lijing; Alho, Kimmo; Ye, Chaoxiong

Emojulkaisu: CCN 2023 : 2023 Conference on Cognitive Computational Neuroscience

Konferenssi:

Konferenssin paikka ja aika: Oxford, UK, 24.-27.8.2023

Julkaisuvuosi: 2023

Artikkelin sivunumerot: 678-680

Kustantaja: Conference Management Services, Inc.

Julkaisumaa: Yhdysvallat (USA)

Julkaisun kieli: englanti

DOI: https://doi.org/10.32470/ccn.2023.1293-0

Julkaisun avoin saatavuus: Avoimesti saatavilla

Julkaisukanavan avoin saatavuus: Kokonaan avoin julkaisukanava

Julkaisu on rinnakkaistallennettu (JYX): https://jyx.jyu.fi/handle/123456789/89108

Lisätietoja: Session: Posters 2B

Tiivistelmä

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

YSO-asiasanat: työmuisti; näkömuisti; tarkkaavaisuus; toiminnallinen magneettikuvaus; EEG

Vapaat asiasanat: visual working memory; change detection; EEG; fMRI; representational similarity analysis; RSA; EEG-fMRI fusion

Liittyvät organisaatiot

Hankkeet, joissa julkaisu on tehty

OKM-raportointi: Kyllä

VIRTA-lähetysvuosi: 2023