Deepcode: Feedback Codes via Deep Learning, by Hyeji Kim, Yihan Jiang, Sreeram Kannan, Sewoong Oh, and Pramod Viswanath
☆21Jul 2, 2018Updated 7 years ago
Alternatives and similar repositories for Deepcode
Users that are interested in Deepcode are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆19May 26, 2021Updated 5 years ago
- Code for "TinyTurbo : Efficient Turbo decoders on Edge" - ISIT 2022☆10May 9, 2022Updated 4 years ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆31Jun 15, 2022Updated 3 years ago
- The codes reproduce the research of our work in our JSTSP paper "An Iterative BP-CNN Architecture for Channel Decoding under Correlated N…☆71May 24, 2020Updated 6 years ago
- Code for "DeepPolar codes", ICML 2024☆12May 7, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Autoencoder-Based Enhanced Orthogonal Time Frequency Space Modulation☆24Mar 11, 2024Updated 2 years ago
- Sequential RNN Decoder Code for 'Communication Algorithms via Deep Learning' ICLR paper☆67May 3, 2018Updated 8 years ago
- Python wrapper library for signal processing and communications research☆18Jun 13, 2022Updated 3 years ago
- Machine Learning and Optimization for Communications Systems☆14Mar 9, 2026Updated 3 months ago
- ☆17Aug 2, 2024Updated last year
- Learning Linear Block Error Correction Codes☆19May 8, 2024Updated 2 years ago
- Rui-ops / Intelligent-model-of-Communication-system-simulation-based-on-auto-encoding-deep-learning-Used a Generative Adversarial Network(GAN) to simulate a optical communication system; Applying auto-encoding deep-learning method to b…☆12Feb 4, 2021Updated 5 years ago
- Spread OFDM-IM, signal detection shemes, theoretical bound on bit error probability☆12May 16, 2022Updated 4 years ago
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆15Feb 13, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Accompanying code of paper "On Recurrent Neural Networks for Sequence-based Processing in Communications" by Daniel Tandler, Sebastian Dö…☆10Jun 17, 2022Updated 3 years ago
- An Introduction to Deep Learning for the Physical Layer vs End-to-End Learning of Communications Systems Without a Channel Model☆17Nov 22, 2022Updated 3 years ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Nov 26, 2020Updated 5 years ago
- ☆13Oct 28, 2022Updated 3 years ago
- Deep learning-aided muticarrier systems (MC-AE)☆10Dec 8, 2020Updated 5 years ago
- Source code for "Space-time design for deep joint source channel coding of images Over MIMO channels", SPAWC 2023, https://ieeexplore.iee…☆48Jan 24, 2024Updated 2 years ago
- Source code of the paper titled "Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack"☆16Oct 5, 2025Updated 8 months ago
- Simulation of Digital Communication (physical layer) in Python.☆170Dec 8, 2022Updated 3 years ago
- Diffusion Models for Audio Semantic Communication☆18Apr 17, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019☆112Mar 12, 2024Updated 2 years ago
- On Deep Learning-based Channel Decoding☆80Feb 7, 2017Updated 9 years ago
- Implementation of the Paper "Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models".☆14May 5, 2026Updated last month
- Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"☆29May 24, 2020Updated 6 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆17Aug 12, 2021Updated 4 years ago
- convolution codes simulation, decoder using the viterbi algorithm.☆10Oct 14, 2015Updated 10 years ago
- Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model☆37May 13, 2019Updated 7 years ago
- Tensorflow implementation of SICNet: a deep learning-based successive interference cancellation (SIC) receiver for non-orthogonal downlin…☆19Jul 25, 2022Updated 3 years ago
- Code for the paper: Adaptive Bit Rate Control in Semantic Communication with Incremental Knowledge-based HARQ☆20Mar 30, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Deep learning to predict and improve satellite channel characteristics☆41Jul 7, 2019Updated 6 years ago
- Implementation of an approach for wireless encoding via MI estimation☆17Mar 24, 2020Updated 6 years ago
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 3 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆20Dec 16, 2018Updated 7 years ago
- The Heterogeneous Radio Mobile Simulator☆63Updated this week
- A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks☆19Jan 21, 2022Updated 4 years ago
- This repository contains the code for implementing the algorithms in the paper "Semantics-Guided Diffusion for Deep Joint Source-Channel …☆43Apr 1, 2025Updated last year