Machine learning for NeuroImaging in Python
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Updated
Aug 22, 2024 - Python
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.
The NEXT fMRI analyisis workflow of xIA
runs MVPA and RSA analysis BIDS bold derivative data
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
Sensor and source-space MVPA analysis scripts for MEG data processed with Fieldtrip.
Converts EEG epochs exported from Brainstorm into CoSMoMVPA format
Precomputed searchlights for surface-based analysis.
Package for multivariate fMRI analyses
Code for the analyses of our fMRI mind-reading study
Scripts to perform hyperalignment and movie segment decoding using the Budapest dataset.
The neural basis of intelligence in fine-grained cortical topographies
Knights et al. (2022)-Scientific Reports & (2021)-Journal of Neuroscience.
[fMRI] Multisensory integration of metaphorically related audiovisual inputs in visual cortex
scripts and data files for the Mooney Paradigm, MEG/fMRI project
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