no code implementations • 3 Aug 2023 • Hui Xiong, Congying Chu, Lingzhong Fan, Ming Song, JiaQi Zhang, Yawei Ma, Ruonan Zheng, Junyang Zhang, Zhengyi Yang, Tianzi Jiang
In recent years, advances in neuroscience and artificial intelligence have paved the way for unprecedented opportunities for understanding the complexity of the brain and its emulation by computational systems.
1 code implementation • 12 Feb 2022 • Jian Cui, Liqiang Yuan, Zhaoxiang Wang, Ruilin Li, Tianzi Jiang
In addition, we also find that the quality of the interpretation results is inconsistent for individual samples despite when a method with an overall good performance is used.
no code implementations • 12 Nov 2019 • Xin Li, Yaohua Hu, Chong Li, Xiaoqi Yang, Tianzi Jiang
In this paper, we discuss the statistical properties of the $\ell_q$ optimization methods $(0<q\leq 1)$, including the $\ell_q$ minimization method and the $\ell_q$ regularization method, for estimating a sparse parameter from noisy observations in high-dimensional linear regression with either a deterministic or random design.
no code implementations • 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) 2019 • Dan Jin, Jian Xu, Kun Zhao, Fangzhou Hu, Zhengyi Yang, Bing Liu, Tianzi Jiang, Yong liu
Modern advancements in deep learning provide a powerful framework for disease classification based on neuroimaging data.
no code implementations • 10 Jan 2018 • Ming Song, Yi Yang, Jianghong He, Zhengyi Yang, Shan Yu, Qiuyou Xie, Xiaoyu Xia, Yuanyuan Dang, Qiang Zhang, Xinhuai Wu, Yue Cui, Bing Hou, Ronghao Yu, Ruxiang Xu, Tianzi Jiang
Disorders of consciousness are a heterogeneous mixture of different diseases or injuries.
Neurons and Cognition
no code implementations • 2 Jul 2013 • Jian Cheng, Tianzi Jiang, Rachid Deriche, Dinggang Shen, Pew-Thian Yap
Compared with the start-of-the-art CR-DL and DR-DL methods proposed by Merlet et al. and Bilgic et al., espectively, our work offers the following advantages.