no code implementations • 24 Aug 2022 • Zijian Jiang, Ziming Chen, Tianqi Hou, Haiping Huang
Neural networks with recurrent asymmetric couplings are important to understand how episodic memories are encoded in the brain.
no code implementations • 16 Mar 2021 • Hongjie He, Ke Yang, Yuwei Cai, Zijian Jiang, Qiutong Yu, Kun Zhao, JunBo Wang, Sarah Narges Fatholahi, Yan Liu, Hasti Andon Petrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Kyle Gao, Linlin Xu, Jonathan Li
Building rooftop data are of importance in several urban applications and in natural disaster management.
no code implementations • 4 Jul 2020 • Zijian Jiang, Jianwen Zhou, Haiping Huang
Here, we establish a fundamental relationship between geometry of hidden representations (manifold perspective) and the generalization capability of the deep networks.