Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model

arXiv:2403.06532v1 Announce Type: cross
Abstract: Reconstructing visual stimulus images is a significant task in neural decoding, and up to now, most studies consider the functional magnetic resonance imaging (fMRI) as the signal source. However, the fMRI-based image reconstruction methods are difficult to widely applied because of the complexity and high cost of the acquisition equipments. Considering the advantages of low cost and easy portability of the electroencephalogram (EEG) acquisition equipments, we propose a novel image reconstruction method based on EEG …

abstract arxiv cs.cv decoding eeg eess.iv fmri functional however image images imaging q-bio.nc representation signal stimulus studies type visual