Name: Sheikh Usman Ali
Type: User
Bio: Software Engineer @ NI.
Previously:
CE @ Motius R&D,
MSc. CE @ TU München,
Research Assistant @ Fraunhofer IIS, BSc. ECE & CS @ Jacobs University Bremen.
Twitter: usman_12
Location: Dresden, Germany
Blog: https://usmandroid.github.io/
Sheikh Usman Ali's Projects
Soft-decision decoding of convolutional codes using the Viterbi algorithm
Script for downloading Coursera.org videos and naming them.
materials from machine learning lectures in python
This repository is a Python package with all of the functions and python libraries required for the Dartmouth fMRI Analysis Course taught by Prof Luke Chang, PhD.
Cheat Sheets
Codes for "Deep Joint Source Channel Coding for Wireless Image Transmission with OFDM", accepted by ICC 2021
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Source code for the "Deep Log-Likelihood Ratio Compression" paper submitted to EUSIPCO 2019
Unofficial Communication Algorithms via Deep Learning. Paper: https://arxiv.org/abs/1805.09317
TensorFlow Basic Tutorial Labs
Process MNIST DIGITS
MATLAB simulations for some basic topics in digital comms.
Digital Modulations using Matlab
Teaching material for Digital Communications
Digital Communication Notes
On Deep Learning-based Channel Decoding
Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-valued Convolutional Networks
Supplementary material to the lecture course Deep Learning Applications in Communications at University of Stuttgart
Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras. Simpler implementation
Create simple drawings of neural networks using graphviz
The Digital Video Broadcasting-Satellite (DVB-S) standard, released in 1993, specifies the communication for the broadcasting of television to the homes. It is based on quaternary phase shift keying (QPSK) modulation and convolutional forward error correction (FEC).
An end to end solution for automl.
Jupyter Notebook tutorials for EE 046211 Deep Learning course at the Technion
IO, scheduling, utils, machine learning... for Arduino
Eloquent interface to Tensorflow Lite for Microcontrollers
Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model
This repository includes the source code of the LS-DNN based channel estimators proposed in "Enhancing Least Square Channel Estimation Using Deep Learning" paper that is published in the proceedings of the 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) virtual conference.
Face detection and recognition framework