The present subject matter relates to techniques for hierarchical deep transcoding. The disclosed system can include a processor that can be configured to receive a functional magnetic resonance imaging (fMRI) data and/or an extracranial electroencephalogram (EEG) data and reconstruct a latent source space from the fMRI data and/or the EEG data by decoding the EEG data and/or the fMRI data to a latent source space. The fMRI data and the EEG data can be simultaneously acquired.
SYSTEMS AND METHODS FOR FUSING EEG AND fMRI THROUGH HIERARCHICAL DEEP TRANSCODING