Article

Joint Generative Modeling of EEG and fMRI for Cognitive Task Simulation Using Adversarial Learning

2026-06-26

Abstract excerpt

<title>Abstract</title> <p>Realistic simulation of human brain activity is a critical enabler for data augmentation, pri-vacy preservation, methodological benchmarking, and virtual experimentation in cognitiveneuroscience and neuroimaging-based machine learning. Most existing generative approachesfocus on unimodal signal synthesis, either electroencephalography (EEG) or functional mag-netic resonance imaging (fMR...

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Literature Corpus work: 225c2fb5-1714-58fc-8db0-03a5d357c6c8
DOI: 10.21203/rs.3.rs-9897980/v1

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