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

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Name		Name	Last commit message	Last commit date
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1-acquisition		1-acquisition
2-pyscript		2-pyscript
data		data
examples		examples
results		results
.gitignore		.gitignore
README.md		README.md
requirements.txt		requirements.txt

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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.

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

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