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Orhan Soyuhos's Projects

advanced-hands-on-fmri-analysis-class icon advanced-hands-on-fmri-analysis-class

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.

prf-mapping-simulation icon prf-mapping-simulation

This repository provides MATLAB scripts for simulating neural responses to visual stimuli and calculating population receptive fields (PRF) based on these responses.

psychtoolbox-assignment icon psychtoolbox-assignment

This project is my final assignment for the Introduction to MATLAB course, where I used Psychtoolbox to write an interactive learning environment for teaching English to kids.

rmeg-fef-vs-ifj icon rmeg-fef-vs-ifj

The analysis pipeline for our paper 'Functional connectivity fingerprints of the frontal eye field and inferior frontal junction suggest spatial versus nonspatial processing in the prefrontal cortex'.

rsa-for-object-scene-perception icon rsa-for-object-scene-perception

I worked on this project during my internship in Object Vision Group at CIMeC. For a dataset of object and scene images, I used transfer learning to test the feature extraction of several neural networks by applying representational similarity analysis (RSA).

seeg-forced-two-choice-task-classification icon seeg-forced-two-choice-task-classification

This project is from the NeuralStorm Workshop in 2023. On the final day, we had a small competition to classify choices made in a sEEG Forced Two-Choice Task. Wenqing and I from CCLAB teamed up and tied for first place in the competition! We primarily utilized summary statistics derived from several frequency bands to predict the choices made.

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