Spatio-Temporal Classification of Lung Ventilation Patterns using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation

no code implementations • 1 Jul 2023 • Shuzhe Chen, Li Li, Zhichao Lin, Ke Zhang, Ying Gong, Lu Wang, Xu Wu, Maokun Li, Yuanlin Song, Fan Yang, Shenheng Xu

A simple convolutional neural network is used for classification.

Deep-Learning-Empowered Inverse Design for Freeform Reconfigurable Metasurfaces

no code implementations • 11 Nov 2022 • Changhao Liu, Fan Yang, Maokun Li, Shenheng Xu

Recently, artificial neural network empowered inverse design for metasurfaces has been developed that can design on-demand meta-atoms with diverse shapes and high performance, where the design process based on artificial intelligence is fast and automatic.

Demo: low-power communications based on RIS and AI for 6G

no code implementations • 21 May 2022 • Mingyao Cui, Zidong Wu, Yuhao Chen, Shenheng Xu, Fan Yang, Linglong Dai

By jointly designing the hardware and software, this prototype can realize real-time 4K video transmission with much reduced power consumption.

4k

Solving Combined Field Integral Equation With Deep Neural Network for 2-D Conducting Object

no code implementations • IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, VOL. 20, NO. 4, APRIL 2021 • Rui Guo, Zhichao Lin, Tao Shan, Maokun Li, Fan Yang, Shenheng Xu, Aria Abubakar

Abstract—Solving the combined field integral equation (CFIE) for the large-scale scattering problem is computationally expensive.