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Multi-scale full spike pattern for semantic segmentation 期刊论文
NEURAL NETWORKS, 2024, 卷号: 176, 页码: 12
Authors:  Su, Qiaoyi;  He, Weihua;  Wei, Xiaobao;  Xu, Bo;  Li, Guoqi
Favorite  |  View/Download:10/0  |  Submit date:2024/07/04
Spiking neural network  Semantic segmentation  Neuromorphic computing  Deep neural network  Energy efficiency  Brain-inspired computing  
Connectional-style-guided contextual representation learning for brain disease diagnosis 期刊论文
NEURAL NETWORKS, 2024, 卷号: 175, 页码: 14
Authors:  Wang, Gongshu;  Jiang, Ning;  Ma, Yunxiao;  Chen, Duanduan;  Wu, Jinglong;  Li, Guoqi;  Liang, Dong;  Yan, Tianyi
Favorite  |  View/Download:13/0  |  Submit date:2024/07/04
Transformers  Brain disease diagnosis  Self-supervised  MRI  
Target-Embedding Autoencoder With Knowledge Distillation for Multi-Label Classification 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2024, 页码: 12
Authors:  Ma, Ying;  Zou, Xiaoyan;  Pan, Qizheng;  Yan, Ming;  Li, Guoqi
Favorite  |  View/Download:11/0  |  Submit date:2024/07/03
Multi-label classification  knowledge distillation  autoencoder  label embedding  
Network Group Partition and Core Placement Optimization for Neuromorphic Multi-Core and Multi-Chip Systems 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2024, 页码: 16
Authors:  Yang, Yukuan;  Fan, Qihang;  Yan, Tianyi;  Pei, Jing;  Li, Guoqi
Favorite  |  View/Download:8/0  |  Submit date:2024/07/03
Multicore processing  Optimization  System recovery  Throughput  Neuromorphics  Hardware  Costs  Network group partition  core placement optimization  neuromorphic chips  multi-core and multi-chip systems  
Advancing Spiking Neural Networks Toward Deep Residual Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 15
Authors:  Hu, Yifan;  Deng, Lei;  Wu, Yujie;  Yao, Man;  Li, Guoqi
Favorite  |  View/Download:5/0  |  Submit date:2024/07/03
Degradation problem  neuromorphic computing  residual neural network  spiking neural network (SNN)  
Filtered Observations for Model-Based Multi-agent Reinforcement Learning 会议论文
, Turin, Italy, 2023.9.18-2023.9.22
Authors:  Meng Linghui;  Xiong Xuantang;  Zang Yifan;  Zhang Xi;  Li Guoqi;  Xing Dengpeng;  Xu Bo
Adobe PDF(841Kb)  |  Favorite  |  View/Download:42/17  |  Submit date:2024/06/11
无监督多重非局部融合的图像去噪方法 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 1, 页码: 87-102
Authors:  陈叶飞;  赵广社;  李国齐;  王鼎衡
Adobe PDF(12295Kb)  |  Favorite  |  View/Download:40/12  |  Submit date:2024/05/20
图像去噪  非局部均值  自相似性  加权移动平均滤波  
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
Authors:  Yang Wu;  Ding-Heng Wang;  Xiao-Tong Lu;  Fan Yang;  Man Yao;  Wei-Sheng Dong;  Jian-Bo Shi;  Guo-Qi Li
Adobe PDF(6780Kb)  |  Favorite  |  View/Download:49/8  |  Submit date:2024/04/23
Visual recognition  deep neural networks (DNNS)  brain-inspired methodologies  network compression  dynamic inference  survey  
Target Controllability of Multiplex Networks With Weighted Interlayer Edges 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 卷号: 11, 期号: 1, 页码: 313-325
Authors:  Ding, Jie;  Zhang, Yaozhong;  Song, Kun;  Li, Guoqi;  Wang, Wei;  Liu, Kexin
Favorite  |  View/Download:52/0  |  Submit date:2024/03/26
Multiplex networks  weighted networks  target controllability  minimum cost max flow  
Spatio-temporal fusion graph convolutional network for traffic flow forecasting 期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 11
Authors:  Ma, Ying;  Lou, Haijie;  Yan, Ming;  Sun, Fanghui;  Li, Guoqi
Favorite  |  View/Download:94/0  |  Submit date:2024/02/22
Graph convolutional network  Spatio-temporal data  Traffic forecasting