Projects
These are some of my selected projects and homeworks that I’ve done for my university courses, and also, some independent projects that I’ve done throughout my career.
2024
Master Thesis - Summer 2024
As a research assistant and master’s student, my focus centers on exploring the impact of predictive coding theory on neural activity and representations in the brain. Guided by Dr.Mohammadreza Abolghasemi Dehaqani, my master’s thesis addresses the question: How do repetition and expectation contribute to the representation of complex visual stimuli in the brain?
2023
Trustworthy AI - Spring 2023
Data Analysis course presentd by Dr. Mohammad Amin Sadeghi and Dr. Mostafa Tavassolipour at the university of Tehran in the Fall of 2022. This course was These are the assignments and projects that I did throughout the course.
Bio-inspired Computing - Spring 2023
Bio-inspired Computing course presentd by Dr. Masoud Asadpour at the university of Tehran in the Spring of 2023.
Genzel Lab Internship
I was a research intern at Genzel Lab, Netherlands from August 2022 to February 2023. the scripts and analysis that I’ve done throughout this internship can be found in the event characteristics folder.
2022
Neural Networks & Deep Learning - Fall 2022
Neural Networks & Deep Learning course presentd by Dr. Ahmad Kalhor at the university of Tehran in the Fall of 2022. These are the assignments that I did throughout the course. They mainly include implementing deep learning models from scientifc papers and interpreting the results.
Data Analysis - Fall 2022
Data Analysis course presentd by Dr. Mohammad Amin Sadeghi and Dr. Mohammadreza Abolghasemi Dehaqani at the university of Tehran in the Fall of 2022. these are the assignments and projects that I did throughout the course.
Computational Neuroscience (Neuromatch Academy) - Summer 2022
I was a student at the Neuromatch Academy for the Computational Neuroscience summer program. during this program we did tutorials and also a group project on the HCB 2021 fmri dataset. For successfuly compeleting the course, I recieved a certificate.
Introduction to Neuroscience - Spring 2022
Introduction to Neuroscience course presentd by Dr. Mohammadreza Abolghasemi Dehaqani at the university of Tehran in the spring of 2022. These are the assignments and projects that I did throughout the course.
2021
Machine Learning - Fall 2021
Machine Learning course presentd by Dr. Mohammadreza Abolghasemi Dehaqani and Dr. Babak Nadjar Araabi at the university of Tehran in the Fall of 2021. these are the assignments and projects that I did throughout the course.
Statistical Inference - Fall 2021
Statistical Inference course presentd by Dr. Behnam Bahrak at the university of Tehran in the Fall of 2021. these are the assignments and projects that I did throughout the course.
EEG-based Emotion Recognition using Deep Reinforcement Learning
This is my B.S. project. In this project I applied Deep Reinforcement Learning to predict emotions using EEG signals from the DEAP dataset.