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AD-Detection-From-3D-Brain-MRI-Data-Using-Deep-Deterministic-Convolutional-Neural-Networks
This repository is related to the thesis paper titled as "ALzheimer's Disease & Dementia Detection From 3D Brain MRI Data Using Deep Convolutional Neural Networks." This thesis paper was accepted and published by IEEE's 3rd INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY ( I2CT), PUNE, INDIA - 6-8 APRIL, 2018.Point-Of-Sales
This project is developed in C# .In this project I have followed N-Tier architecture and also developed Object Relational Mapping (ORM ) from Scratch using MySQL database as backend . Metro UI has been used for user interface design.This project is useful for small shops.Reinforcement-Learning-Algorithms
These implementatios shows Convergence and performance of policy and value iteration algorithms, how the convergence of these algorithms to the optimal value function depends on the number of iterations used. Furthermore, I have implemented on-policy SARSA and off-policy Q-learning algorithms and showed how the performance of these algorithms depends on the exploration-exploitation tradeoff, and on learning rates. My experiments were evaluted on benchmark reinforcement learning tasks such as a smallworld, gridworld and a cliffworld MDP to analyze the performance of our algorithms.Love Open Source and this site? Check out how you can help us