nmningmei / Deep_learning_fMRI_EEG
Implementation of deep learning models in decoding fMRI/EEG data in a context of semantic processing
☆24Updated last year
Alternatives and similar repositories for Deep_learning_fMRI_EEG:
Users that are interested in Deep_learning_fMRI_EEG are comparing it to the libraries listed below
- Fusion ICA Toolbox (MATLAB)☆27Updated this week
- A collection of workshop materials.☆32Updated 5 years ago
- Preprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data☆22Updated 3 years ago
- predicting fmri activaties from connectome☆15Updated 5 years ago
- Repo for Brain Networks course☆35Updated 6 years ago
- EEG decoding demo by different decoding methods based on EEG data☆12Updated 4 years ago
- Representational Similarity Analysis on MEG and EEG data☆59Updated 3 months ago
- A MATLAB application to automatize analysis of EEG data☆24Updated 5 years ago
- Brain decoding using graph convolutional network on fMRI time-series☆39Updated 5 years ago
- resting-state fmri tools☆32Updated 3 years ago
- The Batch Electroencephalography Automated Processing Platform (BEAPP)☆35Updated 2 months ago
- This repository covers our developed algorithms and techniques for dynamic brain connectivity analysis.☆26Updated 11 months ago
- ☆20Updated last year
- demo code edge-centric functional connectivity (eFC); Faskowitz et al. (2020)☆37Updated 4 years ago
- ☆39Updated this week
- Python script to perform the spatially constrained parcellation of functional MRI data as described in Craddock et al., Human Brain Mapp.…☆41Updated 3 years ago
- The fmriprep tutorial@2020 by Qing Wang (Vincent).☆12Updated 4 years ago
- A place where all demo code and data are stored.☆14Updated 4 years ago
- fMRI Imaging Analysis☆42Updated this week
- Multi-Voxel Pattern Analysis (whole-brain searchlight) using Support Vector Machine Classification & Regression☆18Updated 7 years ago
- Code for processing and analysis of resting state fMRI☆48Updated 4 years ago
- brainPlot is a MATLAB function to create simple line-art brain plots.☆83Updated 3 years ago
- Tutorial papers and dataset illustrating group connectivity analysis with DCM and PEB☆43Updated 6 months ago
- M/EEG brain age benchmark paper☆26Updated last year
- tutorial and example scripts for implementing inverted encoding model analysis framework☆30Updated 8 years ago
- This repository provides analysis code to analyze intracranial electrophysiological data with data-driven spatial filters.☆18Updated 3 years ago
- A Python Toolbox for Multimode Neural Data Representation Analysis☆63Updated 3 years ago
- Code that accompanies the book☆29Updated 4 years ago
- Code for predicting individual differences in behavioral variables (e.g., intelligence, personality) from resting-state fMRI functional c…☆37Updated last year
- A three-part lecture series on spectral and spatial statistical source separation in neuroscience data.☆34Updated 3 years ago