This repository is a collection of my learning and exploration of the latest research, concepts, and techniques in the field of neuroscience. I have organized the content into folders based on each…

Python code for Gradient Descent, Momentum, and Adam optimization methods. Train neural networks efficiently.

"Compare Gradient Descent and Adam optimization algorithms in finding global minimum of complex cost functions. Visualize paths & analyze performance."

Hand Sign Classification using CNNs.Real-time prediction with webcam. Achieves high accuracy.

SolSudo is a deep learning-based sudoku solver that solves sudoku by using images, using an intelligent prediction method to fill in blank digits one by one. It features image-based sudoku detectio…

This repository contains homework assignments and projects completed for the course "Advanced Topics in Neuroscience" instructed by Dr. Ali Ghazizadeh at Sharif University of Technology.

The project is an autoencoder convolutional network built with Keras and TensorFlow, capable of recognizing images of different sizes by converting them into 64x64 pieces and then piecing them back…

This repository contains the code and data for simulating and analyzing the hydrodynamics of gas bubbles in tapered fluidized beds using CFD and image processing methods.

Implementation of medical image segmentation and deep learning framework with CNN and U-net

This repository contains the code for an Emotion Detection project using deep learning models and real-time processing. The project is implemented in Python using the TensorFlow framework and focus…