Spiking Semantic Communication for Feature Transmission with HARQ

no code implementations • 13 Oct 2023 • Mengyang Wang, Jiahui Li, Mengyao Ma, Xiaopeng Fan

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 cloud for inference.

SNN-SC: A Spiking Semantic Communication Framework for Feature Transmission

1 code implementation • 13 Oct 2022 • Mengyang Wang, Jiahui Li, Mengyao Ma, Xiaopeng Fan, Yonghong Tian

However, most of the existing SC works only transmit analog information on the AWGN channel and cannot be directly used for digital channels.

Classification Quantization

Deep Joint Source-Channel Coding for Multi-Task Network

no code implementations • 13 Sep 2021 • Mengyang Wang, Zhicong Zhang, Jiahui Li, Mengyao Ma, Xiaopeng Fan

The feature generated by the mobile device is transmitted through the wireless channel to the edge server.

Multi-Task Learning object-detection +2

Scientific Paper Recommendation: A Survey

no code implementations • 10 Aug 2020 • Xiaomei Bai, Mengyang Wang, Ivan Lee, Zhuo Yang, Xiangjie Kong, Feng Xia

The problem of recommending similar scientific articles in scientific community is called scientific paper recommendation.

Collaborative Filtering Recommendation Systems