Pipeline for studying individual differences in network connectivity and topography in resting-state and task-based fMRI data
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Updated
Jun 16, 2021 - Jupyter Notebook
Pipeline for studying individual differences in network connectivity and topography in resting-state and task-based fMRI data
Source code for brain data processing and analysis in paper <A controller-peripheral architecture and costly energy principle for learning>
submission to Kaggle Challenge (MLSP 2014) - 6-th position
ML on FC matrices. Supporting code for diploma thesis at Charles Uni.
Source code for <Thinking Fast and Slow - A novel multi-region computational-modelling framework for conceptual knowledge learning and consolidation> (WIP)
This project is my final assignment for the Advanced Hands-on fMRI Analysis course during my master’s degree. It was a great experience! I applied multiclass decoding and representational similarity analysis to the fMRI data by using CoSMoMVPA toolbox.
This repository contains some codes for the computational neuroscience.
Code for importing/preprocessing/analysing wavepain MRI and behavioural data. And plotting routines.
Haemodynamic Response Function estimation from fMRI in Python
Project for BrainHack School 2023
Package to create group-averaged functional connectivity map for a list of ROI coordinates
Code for my Master's Thesis "Deep Neural Encoding Models of the Human Visual Cortex to Predict fMRI Responses to Natural Visual Scenes" and my submission for the "Algonauts Project 2023 Challenge".
Some matlab functions to use with some of the output from the CBS tools
R package for Multi-Subject Multiscale Analysis of fMRI Data, or Other Multiscale Data
Personode: a new toolbox for ICA map classification and individualized ROI definition
A Python notebook that contains pre-built functions to load, manipulate and analyze data from the Algonauts 2021 Mini-Track dataset.
This is a neural data science project to investigate relationships between music and depression using Neural Data Science Techniques
A Python software package for sKPCR
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