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Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Zheng, Hanle;  Zheng, Zhong;  Hu, Rui;  Xiao, Bo;  Wu, Yujie;  Yu, Fangwen;  Liu, Xue;  Li, Guoqi;  Deng, Lei
收藏  |  浏览/下载：36/0  |  提交时间：2024/02/21
Transverse MNP Signal-Based Isotropic Imaging for Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 13
作者:  Li, Lei;  Liao, Yidong;  Wang, Qibin;  Zhang, Zhonghao;  Ge, Dawei;  Hu, Jiawei;  He, Ning;  Liu, Yanjun;  Xu, Chenxiao;  Gao, Yunpeng;  Guo, Pengyue;  Hui, Hui;  Feng, Xin;  Zhu, Shouping;  Tian, Jie
收藏  |  浏览/下载：13/0  |  提交时间：2024/03/26
Isotropic resolution  magnetic particle imaging (MPI)  reconstruction  transverse magnetic nanoparticle (MNP) signal  
Masked Face Transformer 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 265-279
作者:  Zhao, Weisong;  Zhu, Xiangyu;  Guo, Kaiwen;  Shi, Haichao;  Zhang, Xiao-Yu;  Lei, Zhen
收藏  |  浏览/下载：46/0  |  提交时间：2024/02/22
Face recognition  Transformers  Feature extraction  Training  Task analysis  Costs  COVID-19  Masked face recognition  face recognition  transformer  
Spike Attention Coding for Spiking Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 7
作者:  Liu, Jiawen;  Hu, Yifan;  Li, Guoqi;  Pei, Jing;  Deng, Lei
收藏  |  浏览/下载：71/0  |  提交时间：2023/11/16
Rate coding  spike attention coding (SAC)  spiking neural networks (SNNs)  temporal coding  
Attention Spiking Neural Networks 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9393-9410
作者:  Yao, Man;  Zhao, Guangshe;  Zhang, Hengyu;  Hu, Yifan;  Deng, Lei;  Tian, Yonghong;  Xu, Bo;  Li, Guoqi
收藏  |  浏览/下载：46/0  |  提交时间：2023/11/17
Attention mechanism  efficient neuromorphic inference  neuromorphic computing  spiking neural network  
Divergence-Driven Consistency Training for Semi-Supervised Facial Age Estimation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 221-232
作者:  Bao, Zenghao;  Tan, Zichang;  Wan, Jun;  Ma, Xibo;  Guo, Guodong;  Lei, Zhen
收藏  |  浏览/下载：192/0  |  提交时间：2023/02/22
Facial age estimation  semi-supervised  efficient sample selection  identity consistency  
FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 4775-4786
作者:  Liu, Ajian;  Tan, Zichang;  Yu, Zitong;  Zhao, Chenxu;  Wan, Jun;  Liang, Yanyan;  Lei, Zhen;  Zhang, Du;  Li, Stan Z.;  Guo, Guodong
收藏  |  浏览/下载：106/0  |  提交时间：2023/11/17
Face anti-spoofing  flexible-modal testing  vision transformer  mutual-attention  fusion-attention  
Restoring After Central Nervous System Injuries: Neural Mechanisms and Translational Applications of Motor Recovery 期刊论文
NEUROSCIENCE BULLETIN, 2022, 页码: 19
作者:  Gao, Zhengrun;  Pang, Zhen;  Chen, Yiming;  Lei, Gaowei;  Zhu, Shuai;  Li, Guotao;  Shen, Yundong;  Xu, Wendong
收藏  |  浏览/下载：158/0  |  提交时间：2022/12/27
Stroke  Traumatic brain injury  Spinal cord injury  Brain-computer interface system  Neuroplasticity  Ipsilateral motor control  Axon regrowth  
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
收藏  |  浏览/下载：196/0  |  提交时间：2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
Many-body Hilbert space scarring on a superconducting processor 期刊论文
NATURE PHYSICS, 2022, 页码: 9
作者:  Zhang, Pengfei;  Dong, Hang;  Gao, Yu;  Zhao, Liangtian;  Hao, Jie;  Desaules, Jean-Yves;  Guo, Qiujiang;  Chen, Jiachen;  Deng, Jinfeng;  Liu, Bobo;  Ren, Wenhui;  Yao, Yunyan;  Zhang, Xu;  Xu, Shibo;  Wang, Ke;  Jin, Feitong;  Zhu, Xuhao;  Zhang, Bing;  Li, Hekang;  Song, Chao;  Wang, Zhen;  Liu, Fangli;  Papic, Zlatko;  Ying, Lei;  Wang, H.;  Lai, Ying-Cheng
收藏  |  浏览/下载：252/0  |  提交时间：2022/11/14