Yiming Chen

Feature Extraction Method of Radiation Source in Deep Learning Based on Square Integral Bispectrum

2020 · Journal of Physics Conference Series

Abstract The feature extraction method of radiation source based on deep learning is a hotspot of specific emitter identification research. In the selection of the initial radiation source data for feature extraction, there are mainly …

Exponential Graph is Provably Efficient for Decentralized Deep Training

2021 · arXiv (Cornell University)

Decentralized SGD is an emerging training method for deep learning known for its much less (thus faster) communication per iteration, which relaxes the averaging step in parallel SGD to inexact averaging. The less exact the …