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Magnetic Particle Imaging-Guided Hyperthermia for Precise Treatment of Cancer: Review, Challenges, and Prospects 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2023, 页码: 14
Authors:  Lei, Siao;  He, Jie;  Gao, Pengli;  Wang, Yueqi;  Hui, Hui;  An, Yu;  Tian, Jie
Favorite  |  View/Download：11/0  |  Submit date：2023/11/15
Magnetic particle imaging  Magnetic fluid hyperthermia  Cancer  Precise treatment  
Spike Attention Coding for Spiking Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 7
Authors:  Liu, Jiawen;  Hu, Yifan;  Li, Guoqi;  Pei, Jing;  Deng, Lei
Favorite  |  View/Download：7/0  |  Submit date：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
Authors:  Yao, Man;  Zhao, Guangshe;  Zhang, Hengyu;  Hu, Yifan;  Deng, Lei;  Tian, Yonghong;  Xu, Bo;  Li, Guoqi
Favorite  |  View/Download：7/0  |  Submit date：2023/11/17
Attention mechanism  efficient neuromorphic inference  neuromorphic computing  spiking neural network  
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
Authors:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
Favorite  |  View/Download：110/0  |  Submit date：2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
Development of Digital Fetal Heart Models with Virtual Ultrasound Function Based on Cardiovascular Casting and Computed Tomography Scan 期刊论文
BIOENGINEERING-BASEL, 2022, 卷号: 9, 期号: 10, 页码: 9
Authors:  Yang, Qi;  Han, Jiancheng;  Wang, Rui;  Zhang, Tong;  Zhang, Yingying;  Wang, Jingyi;  Xu, Lei;  Hou, Zengguang;  Wang, Shuangyi;  He, Yihua
Favorite  |  View/Download：109/0  |  Submit date：2022/11/21
congenital heart disease  fetal echocardiography  digital twin  cardiovascular casting  virtual ultrasound  
General spiking neural network framework for the learning trajectory from a noisy mmWave radar 期刊论文
Neuromorphic Computing and Engineering, 2022, 卷号: 2, 期号: 3
Authors:  Liu,Xin;  Yan,Mingyu;  Deng,Lei;  Wu,Yujie;  Han,De;  Li,Guoqi;  Ye,Xiaochun;  Fan,Dongrui
Favorite  |  View/Download：28/0  |  Submit date：2023/05/31
millimeter wave radar  spiking neural networks  attention mechanism  model robustness  trajectory estimation  
Visual affordance detection using an efficient attention convolutional neural network 期刊论文
NEUROCOMPUTING, 2021, 卷号: 440, 期号: 2021, 页码: 36-44
Authors:  Gu, Qipeng;  Su, Jianhua;  Yuan, Lei
Adobe PDF(1561Kb)  |  Favorite  |  View/Download：181/30  |  Submit date：2021/06/15
Affordance detection  Attention mechanism  Up-sampling layer  
SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation 会议论文
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Online, 2021-6-19
Authors:  Fan, Siqi;  Dong, Qiulei;  Zhu, Fenghua;  Lv, Yisheng;  Ye, Peijun;  Wang, Feiyue
Adobe PDF(4245Kb)  |  Favorite  |  View/Download：110/13  |  Submit date：2022/06/16
Prior-knowledge and attention based meta-learning for few-shot learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 12
Authors:  Qin, Yunxiao;  Zhang, Weiguo;  Zhao, Chenxu;  Wang, Zezheng;  Zhu, Xiangyu;  Shi, Jingping;  Qi, Guojun;  Lei, Zhen
Favorite  |  View/Download：168/0  |  Submit date：2021/04/06
Meta-learning  Few-shot learning  Prior-knowledge  Representation  Attention mechanism  
Dynamic Contrast-Enhanced Ultrasound Radiomics for Hepatocellular Carcinoma Recurrence Prediction After Thermal Ablation 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2021, 页码: 14
Authors:  Ma, Qiu-Ping;  He, Xue-lei;  Li, Kai;  Wang, Jin-fen;  Zeng, Qing-Jing;  Xu, Er-Jiao;  He, Xu-qi;  Li, Shuo-yang;  Kun, Wang;  Zheng, Rong-Qin;  Tian, Jei
Favorite  |  View/Download：112/0  |  Submit date：2021/03/08
Radiomics  Hepatocellular carcinoma  Recurrence  Contrast-enhanced ultrasound  Thermal ablation