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brain-decoding

Here are 12 public repositories matching this topic...

jqin4749 / MindVideo

Official code base for MinD-Video

brain-decoding video-reconstruction foundation-models large-language-models stable-diffusion

Updated Dec 7, 2023
Python

littlepure2333 / MindBridge

[CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"

diffusion-model brain-decoding cross-subject

Updated Dec 30, 2024
Python

gongzix / NeuroClips

Official code base for NeuroClips

fmri brain-decoding blip2 videodiffusion fmri-to-video

Updated Dec 3, 2024
MATLAB

rufinv / VAE-GAN-CelebA

Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019

tensorflow gan face vae fmri vae-gan celeba-dataset brain-decoding

Updated Jun 5, 2023
Python

Irautak / FingerFlex

FingerFlex: a new state of the art model for prediction finger movements from brain activity (ECoG).

deep-learning time-series neuroscience bci brain-computer-interface ecog brain-decoding finger-movement

Updated Jan 17, 2024
Jupyter Notebook

WeizmannVision / SelfSuperReconst

Self-Supervised RGBD Reconstruction from Brain Activity

image-reconstruction fmri depth-estimation mind-reading self-supervision brain-decoding

Updated Jun 6, 2022
Python

gongzix / Lite-Mind

Official code base for ‘Lite-Mind : Towards Efficient and Robust Brain Representation Learning’

fmri brain-decoding efficient-model brain-retrieval

Updated Dec 3, 2024
Jupyter Notebook

hanmacrad2 / FCNs_GCNs_classify_fmri

Application of Fully Connected Neural Networks (FCNs) & Graphical Convolutional Neural Networks (GCNs) using pytorch to fmri movie data

neural-network fmri-data fully-connected-deep-neural-network brain-decoding graphical-neural-networks fmri-classification

Updated May 27, 2021
Jupyter Notebook

gifale95 / eeg_motor_imagery_decoding

Python code for decoding EEG motor imagery conditions using a convolutional neural network.

convolutional-neural-networks eeg-data brain-computer-interface brain-decoding motor-imagery-conditions

Updated Apr 5, 2022
Python

laurabpaulsen / MEG_portfolio

Portfolio assignment for advanced cognitive neuroscience (F2023)

magnetoencephalography brain-decoding

Updated Nov 14, 2023
Jupyter Notebook

slavaheroes / brain-captioning-with-gpt2

Decoding of fMRI signals of stimuli images into the captions

brain-decoding

Updated Jul 25, 2024
Jupyter Notebook

mtl-brainhack-school-2019 / kongnorman_BrainDecoding

An accessible (I mean it!) tutorial to brain decoding. Covers both the prerequisite neuroscience and computer science tools for a simple brain decoding workflow.

machine-learning neuroscience brain-decoding

Updated Jun 5, 2023
Jupyter Notebook

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