beaupranisaa / EEGImageReconstruction

Reconstruct visual stimuli (RGB cylinder) using generative based model from EEG signal of visual-perception and visual-imagery tasks

EEGImageReconstruction

Reconstruct visual stimuli (RGB cylinder) from EEG signal of visual-perception and visual-imagery tasks using generative based model.

Example of stimulus image being reconstructed

HCI_reconstruction.mp4

Contributors:

• Pranisaa Charnparttaravanit
• Chanapa Pananookooln
• Krittin Janjaochai
• Sitiporn Sae Lim

Reference:

https://arxiv.org/abs/1907.13351#:~:text=version%2C%20v2)%5D-,Multi%2Dtask%20Generative%20Adversarial%20Learning%20on%20Geometrical,Reconstruction%20from%20EEG%20Brain%20Signals&text=Next%2C%20we%20build%20the%20discriminator,quality%20of%20the%20recovered%20shapes.