IIT-Lab / CNN-based-on-Complex-Number
基于复数的卷积神经网络:实现了复数卷积、复数池化、复数激活函数、复数全连接、复数Dropout等
☆19Updated 5 years ago
Alternatives and similar repositories for CNN-based-on-Complex-Number:
Users that are interested in CNN-based-on-Complex-Number are comparing it to the libraries listed below
- Image Reconstruction Using Compressive Sensing☆21Updated 5 years ago
- Gradient-based design tool for geomtrically shaped constellations☆15Updated 2 years ago
- This repository contains the implementations of the MUSIC and ESPRIT algorithms, which can be used for super-resolution spectral analysis…☆19Updated 4 years ago
- A fast implementation of the Block Sparse Bayesian Learning algorithm☆75Updated 3 years ago
- Computationally Efficient Sparse Bayesian Learning via Generalized Approximate Message Passing☆44Updated 4 years ago
- This file explains how the Orthogonal Matching Pursuit, Compressive Sampling Matching Pursuit (CoSaMP) and Stagewise OMP work. Contains c…☆19Updated 8 years ago
- This repo contains variations of Orthogonal Matching Pursuit (OMP) Algorithm family. The family includes: Piecewise Orthogonal Matching P…☆18Updated 3 years ago
- Using GAN to regeneration signal similar to the original signal ,like some application in Image Generation☆32Updated 7 years ago
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆14Updated 4 years ago
- An implementation of the Orthogonal Matching Pursuit (OMP) algorithm for recovery of signals in compressive sensing☆20Updated 7 years ago
- Published in 2020 IEEE ICC: Open Workshop On Machine Learning In Communications, "Complex-Valued Convolutions for Modulation Recognition …☆28Updated 4 years ago
- Spatially Separable Attention Transformer Network implemented in Pytorch☆13Updated last year
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆29Updated 2 years ago
- A fast sparse Bayesian learning algorithm based on gaussian scale mixture model for regression problem☆35Updated 2 years ago
- ☆19Updated 2 years ago
- Polarization Demultiplexing for Optical Communication Systems☆15Updated 2 years ago
- Complex valued ResNet & DenseNet using Keras with TensorFlow 1.12 backend.☆10Updated 4 years ago
- Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"☆32Updated 2 years ago
- This is the official repository of the paper "DNCNet: Deep Radar Signal Denoising and Recognition" from IEEE Transactions on Aerospace an…☆23Updated 3 weeks ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆19Updated 6 years ago
- ☆11Updated last year
- Matlab Code for my PhD☆35Updated 8 years ago
- Eye diagrams are used for visual analysis of the severity of inter symbol interference (ISI), accuracy of sampling timing extraction and …☆12Updated 4 years ago
- This project shows the code for an automated training dataset collection system of a 915km 12 span optical communication system. To real…☆20Updated 3 years ago
- 本仓库的代码用于雷达/通信信号波形的仿真与时频分析☆21Updated 6 months ago
- ☆20Updated 3 years ago
- Implementation of the paper "Model Free Training of End-to-End Communication Systems"☆15Updated 2 years ago
- Code for the paper Attention Based Neural Networks for Wireless Channel Estimation HA02☆51Updated 8 months ago
- ☆16Updated 5 years ago
- MATLAB code for the coarray tensor completion-based 2-D DOA estimation algorithm☆17Updated 9 months ago