Projects

Recommender System
Recommender Systems with GNNs and a Classic recommender system approach
Face Recognition using ResNet
Detecting facial emotions by leveraging deep neural network.
Microscopic image converter
User firenfly tool to convert microscopic images (mrxs to svs for now).
Motion-discriminator
Theoretical implications for cognitive and neural models of simple decision-making to check whether people move rapidly toward the optimal policy or not..
Vulnerability-Detection using machine learning approaches
Detecting Vulnerabilities in cyber security by utilizing machine learning techniques to identify and mitigate potential weaknesses in digital systems.
Stereotypical Job beliefs
In this assignment, a list of jobs will be shown randomly to the individual and the subject will be asked to specify the degree of masculinity or femininity of each job on a continuum using mouse movement.
TempoGaze
In this project, we seek to estimate the duration and location of the gaze. We propose an interdisciplinary model by taking advantage of deep learning and decision-making models.
Bio-SFA-bio-NICA-accelerator
Proposing an accelerator for two bio-inspired algorithms.
Parameter estimation using residual neural network
In this work, we represent a practical approach capable of estimating any stochastic process, whether its likelihood function comes from an unknown distribution or the model relies on simulation-based approaches for data generation.
a new approach for minimum dominating set in graphs
New approach for minimum dominating set (MDS) problem and minimum total dominating set (MTDS) problem.
Temporal Bisection
measuring the duration of stimuli, storing duration information in memory, recalling such memories, and comparing two durations.
Wisconsin Task
WCST is a neuropsychological test used to measure such higher-level cognitive processes as attention, perseverance, WM, abstract thinking, CF, and set-shifting.
Singular value decomposition
Implementing SVD algotihm in C.
Signal Generator- ARM stm32
Designing a signal generator.
8086 Timer
Designing a timer in 8086.
PONG Game
single version of pong game in 8086 assembly using emu8086 framework.
Comment verification using nueral networks
Verifying the Digikala’s comments
Feature Selection and Cancer Detection
leveraging feature selection techniques to extract the most relevant features and then applying machine learning models to detect cancer.
Generative adversarial networks (GANs) Practice Some implementation of GANs variant. Arduino Projects Implementing some projects with Arduino Uno.