fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.
翻译 - fMRIPrep是用于预处理各种fMRI数据的强大且易于使用的管道。透明的工作流程无需人工干预，从而确保了结果的可重复性。
fMRI-to-image reconstruction on the NSD dataset.
Stand alone fMRI software suite for layer-fMRI analyses.
fMRI Imaging Analysis
Materials from fMRI data analysis course for cognitive science students.
Pycortex is a python-based toolkit for surface visualization of fMRI data
A VM setup for use in fMRI analysis and education
Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood
BROCCOLI: Software for Fast fMRI Analysis on Many-Core CPUs and GPUs
Easylearn is designed for machine learning mainly in resting-state fMRI, radiomics and other fields (such as EEG). Easylearn is built on top of scikit-learn, pytorch and other packages. Easylearn can ...
CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans
Implementation of LEICA: Laplacian Eigenmaps for group ICA Decomposition of fMRI data
Implementation of deep learning models in decoding fMRI/EEG data in a context of semantic processing
Matlab/SPM code to produce a fMRI brain plot a la Jonathan D. Power 2016
Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019
Code for "Capturing brain dynamics: latent spatiotemporal patterns predict stimuli and individual differences"
Multi-voxel pattern analyses methods based on ML & DL to decode the category of visual stimuli viewed by a human subject based on their recorded brain activity in fMRI form
Guide : Prof Sundaram Suresh (NTU- Singapore) Area: Deep learning neural networks for feature extraction in high dimensional neuro imaging data. Tools used: Standard neuro imaging software for preproc...