no code implementations • 9 Sep 2024 • Xudong Gao, Xiao Guang Gao, Jia Rong, Ni Li, Yifeng Niu, Jun Chen
By comparing with the convergence theorems of FCM and FGCM, the effectiveness of the theorems proposed in this paper was verified.
1 code implementation • 18 Oct 2023 • Xudong Gao, Xiao Guang Gao, Jia Rong, Xiaowei Chen, Xiang Liao, Jun Chen
Although in high-noise settings, standard CNNs exhibit slightly greater robustness when compared to HB-net models, the models that combine the HB framework and EA mechanism achieve a comparable level of accuracy and resilience to ResNet50, despite having only three convolutional layers and approximately $1/30$ of the parameters.
no code implementations • 6 Mar 2022 • Xinyu Zhang, Vincent CS. Lee, Jia Rong, James C. Lee, Jiangning Song, Feng Liu
Therefore, this study proposed a novel multi-channel convolutional neural network (CNN) architecture to address the multi-class classification task of thyroid disease.
no code implementations • 17 Jun 2020 • Jiahua Du, Jia Rong, Hua Wang, Yanchun Zhang
Four weighting schemes are designed to learn context clues from the selected neighbors.