dianixn Goto Github PK

attention_based_neural_networks_for_wireless_channel_estimation

Code for the paper Attention Based Neural Networks for Wireless Channel Estimation HA02

bolt

10x faster matrix and vector operations.

bsc-simple-digital-communication-code

Basic OFDM, constellation and fading channel code during BEng period

ce_channel

Code for Analysis on constructing the training data to train neural networks for channel estimation

channel-estimation

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

channelformer

Code for Channelformer: Attention based Neural Solution for Wireless Channel Estimation and Effective Online Training

gelus

A smoother activation function (undergrad code)

icc_2023

Code for Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data

interpolation-resnet

Invited paper for WSA 2021

learned_optimization

leetcode

LeetCode题解，151道题完整版

machine_learning_coursera

Machine learning course in Coursra

matlab-parallel-server-on-aws

Stand up a MATLAB Parallel Server cluster using CloudFormation

matlab_aws

Using MATLAB with AWS

models

A collection of pre-trained, state-of-the-art models in the ONNX format

neural-network-solutions-for-channel-estimation

For Paper Neural Network Solutions for Channel Estimation

numerical-base-conversion

decimal2based and based2decimal conversion

ofdm-and-mmse

OFDM banseband and MMSE/LMMSE for channel estimation

onnx

Open standard for machine learning interoperability

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-pretrained-vit

Vision Transformer (ViT) in PyTorch

signal_detection_ofdmpowerofdnn

MATLAB demonstration for the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'

the-algorithm

Source code for Twitter's Recommendation Algorithm

tutorials

PyTorch tutorials.

vision_transformer

vit-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)