Machine Learning Empowered Resource Allocation in IRS Aided MISO-NOMA Networks

no code implementations • 9 Mar 2021 • X. Gao, Y. Liu, X. Liu, L. Song

The goal is to maximize the sum rate of all users by jointly optimizing the passive beamforming vector at the IRS, decoding order, power allocation coefficient vector and number of clusters, subject to the rate requirements of users.

BIG-bench Machine Learning Clustering

Detecting intracranial aneurysm rupture from 3D surfaces using a novel GraphNet approach

no code implementations • 17 Oct 2019 • Z. Ma, L. Song, X. Feng, G. Yang, W. Zhu, J. Liu, Y. Zhang, X. Yang, Y. Yin

In this paper, we propose a novel graph based neural network named GraphNet to detect IA rupture from 3D surface data.

General Classification Segmentation