Artificial Neural Networks for Magnetoencephalography: A review of an emerging field

A Dehgan, H Abdelhedi, V Hadid, I Rish… - arXiv preprint arXiv …, 2025 - arxiv.org
Magnetoencephalography (MEG) is a cutting-edge neuroimaging technique that measures
the intricate brain dynamics underlying cognitive processes with an unparalleled …

Facial image reconstruction from functional magnetic resonance imaging via gan inversion with improved attribute consistency

PC Chang, YY Tien, CL Chen, LF Chen… - … Joint Conference on …, 2022 - ieeexplore.ieee.org
Neuroscience studies have revealed that the brain encodes visual content and embeds
information in neural activity. Recently, deep learning techniques have facilitated attempts to …

[PDF][PDF] Decoding drums, instrumentals, vocals, and mixed sources in music using human brain activity with fMRI

VKM Cheung, L Okuma, K Shibata, K Tsukuda, M Goto… - computer, 2023 - staff.aist.go.jp
Brain decoding allows the read-out of stimulus and mental content from neural activity, and
has been utilised in various neural-driven classification tasks related to the music …