Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceMagnetic Resonance ImagingHumansBrainBrain MappingVisual Cortex
Deep Neural Encoder-Decoder Model to Relate fMRI Brain Activity with Naturalistic Stimuli.
Florian David, Michael Chan, Elenor Morgenroth, Patrik Vuilleumier, Dimitri Van De Ville
Published: 202510.1109/EMBC58623.2025.11254034
Abstract
We propose an end-to-end deep neural encoder-decoder model to encode and decode brain activity in response to naturalistic stimuli using functional magnetic resonance imaging (fMRI) data. Leveraging temporally correlated input from consecutive film f…
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