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Training Neural Networks Without Gradients: A ADMM Approach
It provides an algorithm in MATLAB for decoding with linear programming LP (it uses projectionPolytope function)
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
Accelerate your WiFi CSI research progress by sharing and cooperation!
Blind channel estimation via a nonconvex problem
Allows to reproduce all figures from "FBMC-OQAM in Doubly-Selective Channels: A New Perspective on MMSE Equalization", IEEE SPAWC, 2017.
Simulates an FBMC and OFDM transmission over a doubly-selective channel. Allows to reproduce all figures from "Doubly-Selective Channel Estimation in FBMC-OQAM and OFDM Systems", IEEE VTC Fall, 2018
graduation project by Guanxiong Shen, Heriot-watt University
-Investigated the efficiency of different estimators to estimate and track channel parameters based on the Mean Squared Error (MSE) performance. The estimators employed in the simulation are LS and MMSE estimators and their performance in the transfer domain was evaluated. MATLAB was used for the simulation of the communication link and analyzing the error between the estimated channel parameters and actual modeled channel parameters.
Simple Channel Charting MATLAB Simulator
Code for 'CNN-Based Projected Gradient Descent for Consistent Image'.
Repo of deep learning application in coherent wireless receivers
Digital Communication with Python
Crowd behavior recognition at sporting events using computer vision.
李沐《动手学深度学习》代码注释版
Simulation code for decentralized baseband processing (DBP) in massive MIMO systems
Simple MATLAB simulator for decentralized feedforward equalization in massive MU-MIMO systems
Python/NumPy implementations of commonly used decoders for LDPC codes.
基于深度神经网络的ADMM算法研究
Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.
深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning
[NOT OFFICIAL VERSION] Communication Algorithms via Deep Learning. Paper: https://arxiv.org/abs/1805.09317
a CNN based end to end communication systems
Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"
A repository for the DeepIRS project codes
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.