EEG responses to disgust and sadness evoking IAPS images with ERP analysis and SVM classification

Dataset

DOI

EEG data was recorded while 80 participants passively viewed 120 emotion eliciting IAPS images. We selected 20 disgust and 20 sadness eliciting images (validation experiment included) that were indistinguishable by SVM classification on their normative valence and arousal ratings (classification script included). We performed cluster based ERP analyses (script included) and single-trial SVM classification based on the whole scalp 1 second EEG patterns (script included).

Additional documentation and metadata can be found in the files Data Report.pdf, Metadata.pdf and Code Book.pdf.

Identifier
DOI	https://doi.org/10.34894/5XDG5K
Related Identifier	https://doi.org/10.1016/j.brainres.2022.148034
Metadata Access	https://dataverse.nl/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.34894/5XDG5K

Provenance
Creator	Revers, Hans ; Strijbosch, Wim ; van Deun, Katrijn (ORCID: 0000-0002-2271-793X); Vroomen, Jean ; Bastiaansen, Marcel
Publisher	DataverseNL
Contributor	Revers, Hans; DataverseNL
Publication Year	2021
Rights	info:eu-repo/semantics/openAccess
OpenAccess	true
Contact	Revers, Hans (Tilburg University)

Representation
Resource Type	Experimental data: EEG data, ratings of images, demographics of participants (age, gender, handedness); Dataset
Format	text/html; application/octet-stream; application/x-spss-sav; application/vnd.openxmlformats-officedocument.spreadsheetml.sheet; application/pdf; text/plain; application/matlab-mat; text/x-matlab; application/x-font-bdf; application/x-spss-syntax
Size	636924; 5848; 160980; 512060; 88755; 5119; 126527; 5187; 2082; 14808; 72192; 353792; 63552; 8240; 595691; 50935; 640; 381; 14114; 3377417; 18405504; 3553; 15821; 339365888; 14158080; 3657; 30558; 333421568; 18090880; 3676; 14804; 341875712; 15573888; 3699; 14670; 337780736; 351122432; 13686144; 3696; 14448; 336327680; 16832384; 14211; 339762176; 17304320; 3705; 19999; 334082048; 17147008; 13362; 345706496; 18562816; 3659; 14316; 328666112; 16045824; 3673; 15148; 340158464; 16360448; 3656; 13044; 329062400; 3618176; 3658; 4076; 331175936; 267769856; 19797; 324967424; 12933; 340422656; 14630016; 3665; 13938; 330119168; 14787328; 12894; 15259264; 14835; 340290560; 13737; 334346240; 17776256; 15838; 336459776; 13972; 330647552; 12004; 323514368; 15047; 326948864; 16763; 328798208; 15731200; 3664; 18161; 336856064; 12270336; 13442; 17933568; 3601; 17103; 330383360; 19649; 340686848; 16675072; 3627; 13396; 329326592; 15416576; 3691; 21499; 331440128; 13371520; 10951; 328269824; 13214208; 3667; 23558; 337516544; 5505920; 3704; 20862; 335006720; 13899; 328401920; 19917; 331836416; 16552; 9281408; 3650; 24123; 14578; 350990336; 14000768; 14574; 203307008; 12899584; 18751; 356274176; 12427648; 14570; 328137728; 14472704; 21756; 333553664; 10539904; 20413; 18513; 330251264; 21108; 334478336; 11970; 351782912; 13270; 335535104; 16517760; 15986; 3595; 26171; 331308032; 14386; 338309120; 14907; 333157376; 11720; 337648640; 14504; 17495; 338177024; 18248192; 14667; 343592960; 17484; 16989696; 15781; 332628992; 15322; 333685760; 11641088; 33922; 327873536; 14962; 335667200; 16203136; 29652; 337912832; 17618944; 17142; 329458688; 15067; 15336; 20019; 18946; 18637; 3633; 14610; 326420480; 3624; 15000; 13787; 12733; 14207; 332496896; 16396; 341347328; 14230; 13384; 335270912; 19595; 321268736; 15289; 332364800; 1954; 12126730; 12102653; 1340027; 34215; 10661; 4061437; 3211
Version	2.0
Discipline	Agriculture, Forestry, Horticulture, Aquaculture; Agriculture, Forestry, Horticulture, Aquaculture and Veterinary Medicine; Life Sciences; Social Sciences; Social and Behavioural Sciences; Soil Sciences
Spatial Coverage	The Netherlands