Machine learning for NeuroImaging in Python

Repository for the ICON 2017 hackathon 'multivoxel pattern analysis (MVPA) of fMRI data in Python'

An easy to use decoding toolbox for Matlab users.

Matlab toolbox for univariate and multivariate analysis of EEG data in the time and frequency domains

Analysis code for "The neural representation of personally familiar and unfamiliar faces in the distributed system for face perception" by Visconti di Oleggio Castello, Halchenko, et al., 2017, Scientific Reports

The NEXT fMRI analyisis workflow of xIA

Sensor and source-space MVPA analysis scripts for MEG data processed with Fieldtrip.

runs MVPA and RSA analysis BIDS bold derivative data

Converts EEG epochs exported from Brainstorm into CoSMoMVPA format

Precomputed searchlights for surface-based analysis.

Package for multivariate fMRI analyses

The neural basis of intelligence in fine-grained cortical topographies

Characterizing the spatio-temporal evolution of categorical information in the human brain under sensory uncertainty. We analyze ECoG data from a visual categorization task (faces/houses in noise) to understand how the brain maintains robust object perception.

[fMRI] Multisensory integration of metaphorically related audiovisual inputs in visual cortex

Knights et al. (2022)-Scientific Reports & (2021)-Journal of Neuroscience.

Code for the analyses of our fMRI mind-reading study

Using hiearchical information geometric structures from neuroimaging analysis to inform curriculum design for generative reconstruction and MVPA