28 citations · 33 across the 5 of their papers we have counts for
5 papers
Spiking Semantic Communication for Feature Transmission with HARQ
Mengyang Wang, Jiahui Li, Mengyao Ma +1
In Collaborative Intelligence (CI), the Artificial Intelligence (AI) model is divided between the edge and the cloud, with intermediate features being sent from the edge to the clo…
SNN-SC: A Spiking Semantic Communication Framework for Collaborative Intelligence
Mengyang Wang, Jiahui Li, Mengyao Ma +1
Collaborative Intelligence (CI) has emerged as a promising framework for deploying Artificial Intelligence (AI) models on resource-constrained edge devices. In CI, the AI model is…
Constellation Design for Deep Joint Source-Channel Coding
Mengyang Wang, Jiahui Li, Mengyao Ma +1
Deep learning-based joint source-channel coding (JSCC) has shown excellent performance in image and feature transmission. However, the output values of the JSCC encoder are continu…
Deep Joint Source-Channel Coding for Multi-Task Network
Mengyang Wang, Zhicong Zhang, Jiahui Li +2
Multi-task learning (MTL) is an efficient way to improve the performance of related tasks by sharing knowledge. However, most existing MTL networks run on a single end and are not…
SNR-adaptive deep joint source-channel coding for wireless image transmission
Mingze Ding, Jiahui Li, Mengyao Ma +1
Considering the problem of joint source-channel coding (JSCC) for multi-user transmission of images over noisy channels, an autoencoder-based novel deep joint source-channel coding…