Multiclass fMRI data decoding and visualization using supervised self-organizing maps

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Lars Hausfeld, Giancarlo Valente, Elia Formisano

Published: 2014, Last Modified: 15 May 2025NeuroImage 2014EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Supervised self-organizing maps (SSOMs) for fMRI multiclass decoding•SSOMs provide intuitive visual accounts of pattern topology.•SSOMs are well-suited for region-of interest or searchlight decoding analysis.