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    46 repositories

    • imdd_snn_opti_encoding

      Public
      Code for an SNN-based equalizer for an IM/DD link. The neural encoding is updated using an reinforcement learning-inspired update rule.
      Python
      •0•0•0•0•Updated Aug 20, 2025Aug 20, 2025

    • mokka

      Public
      Machine Learning and Optimization for Communications Systems
      Python
      •
      Apache License 2.0
      •3•11•0•0•Updated Aug 14, 2025Aug 14, 2025

    • Quantum-Neural-BP4-demo

      Public
      Implementation of Neural Belief propagation decoder for QLDPC codes
      Jupyter Notebook
      •
      MIT License
      •5•18•0•0•Updated Aug 7, 2025Aug 7, 2025

    • lecture-examples

      Public
      Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT
      Jupyter Notebook
      •
      GNU General Public License v2.0
      •71•91•0•0•Updated Jul 24, 2025Jul 24, 2025

    • ELENA

      Public
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Jul 2, 2025Jul 2, 2025

    • EP-FFT-BP

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 24, 2025Jun 24, 2025

    • HandoverOptimDRL

      Public
      Framework for learning handover algorithms using deep reinforcement learning.
      Python
      •
      MIT License
      •1•9•0•0•Updated May 27, 2025May 27, 2025

    • E2E-PCS-through-importance-sampling

      Public
      Repository for the publication End-to-End Learning of Probabilistic Constellation Shaping through Importance Sampling
      importance-samplingend-to-end-learningprobabilistic-constellation-shaping
      Jupyter Notebook
      •
      MIT License
      •1•2•0•0•Updated May 16, 2025May 16, 2025

    • sdss-rpa

      Public
      Semi-Deterministic Subspace Selection for Sparse Recursive Projection-Aggregation Decoding of Reed-Muller Codes
      Python
      •
      MIT License
      •0•1•0•0•Updated May 6, 2025May 6, 2025

    • IR_for_CVQKD

      Public
      Information Reconciliation Library for Continuous-Variable Quantum Key Distribution Systems
      C++
      •
      GNU General Public License v3.0
      •3•0•0•0•Updated Oct 16, 2024Oct 16, 2024

    • pol_sensing_communication

      Public
      GNU General Public License v3.0
      •0•0•0•0•Updated Jun 26, 2024Jun 26, 2024

    • mokka_demo

      Public
      Interactive GUI to demonstrate signal processing and optimization in MOKka
      Python
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated May 7, 2024May 7, 2024

    • gr-radar

      Public
      GNU Radio Radar Toolbox
      C++
      •
      GNU General Public License v3.0
      •90•264•6•3•Updated Apr 24, 2024Apr 24, 2024

    • OptiSpike

      Public
      Joint optimization of an IM/DD SNN equalizer and it's spike encoding
      Python
      •
      MIT License
      •0•3•0•0•Updated Apr 2, 2024Apr 2, 2024

    • rsess

      Public
      Enumerative Sphere Shaping in Rust
      Rust
      •
      GNU General Public License v3.0
      •2•5•0•0•Updated Feb 16, 2024Feb 16, 2024

    • HHI_SummerSchool_2021

      Public
      Jupyter Notebook
      •0•7•0•0•Updated Feb 13, 2024Feb 13, 2024

    • digicosme_spring_school22

      Public
      Jupyter Notebook
      •
      GNU General Public License v2.0
      •1•2•0•0•Updated Feb 13, 2024Feb 13, 2024

    • TUe_Guest_Lecture_Jan2022

      Public
      Guest lecture at TU/e in January 2022
      Jupyter Notebook
      •
      GNU General Public License v2.0
      •1•0•0•0•Updated Feb 13, 2024Feb 13, 2024

    • 2023-Roadmap-Optical-Communications-ML

      Public
      Jupyter Notebook
      •1•6•0•0•Updated Feb 13, 2024Feb 13, 2024

    • e2e_opt_diff_bps

      Public
      End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search
      Python
      •1•13•0•0•Updated Feb 13, 2024Feb 13, 2024

    • rsess_examples

      Public
      Rust
      •0•2•0•0•Updated Feb 13, 2024Feb 13, 2024

    • snn-dfe

      Public
      Python
      •
      MIT License
      •0•4•0•0•Updated Jul 5, 2023Jul 5, 2023

    • beefi

      Public
      Beefi: Controlled Exposure Controller Software for Honey Bee Colony Research
      CMake
      •0•0•0•0•Updated May 30, 2023May 30, 2023

    • factor_graph_structural_opt

      Public
      Source Code and Demo for the Paper "Structural Optimization of Factor Graphs for Symbol Detection using Model-based Machine Learning".
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated May 9, 2023May 9, 2023

    • gap

      Public
      Source Code and Demo for the GAP Symbol Detection Algorithm
      Jupyter Notebook
      •
      MIT License
      •0•5•0•0•Updated Sep 27, 2022Sep 27, 2022

    • ECOC-Short-Course

      Public
      Additional material for the ECOC 2022 short course on forward error correction
      Jupyter Notebook
      •
      GNU General Public License v2.0
      •2•3•0•0•Updated Sep 8, 2022Sep 8, 2022

    • gr-dab

      Public
      GNU Radio DAB (digital audio broadcasting) module
      C++
      •
      GNU General Public License v3.0
      •42•45•16•3•Updated Jul 5, 2022Jul 5, 2022

    • vae-equalizer

      Public
      This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an AWGN channel and a linear optical dual-polaization channel. Additionally, state-of-the-art equalizers are implemented as reference.
      Python
      •
      GNU General Public License v2.0
      •4•30•0•0•Updated Jun 15, 2022Jun 15, 2022

    • gr-gfdm

      Public
      Generalized Frequency Division Multiplexing in GNU Radio
      C++
      •20•28•3•0•Updated Feb 11, 2021Feb 11, 2021

    • ecoc_20_learning

      Public
      PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications
      Jupyter Notebook
      •
      GNU General Public License v2.0
      •1•14•0•0•Updated Nov 26, 2020Nov 26, 2020