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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
作者:  Su, Qiaoyi;  He, Weihua;  Wei, Xiaobao;  Xu, Bo;  Li, Guoqi
收藏  |  浏览/下载：4/0  |  提交时间：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
作者:  Wang, Gongshu;  Jiang, Ning;  Ma, Yunxiao;  Chen, Duanduan;  Wu, Jinglong;  Li, Guoqi;  Liang, Dong;  Yan, Tianyi
收藏  |  浏览/下载：5/0  |  提交时间：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
作者:  Ma, Ying;  Zou, Xiaoyan;  Pan, Qizheng;  Yan, Ming;  Li, Guoqi
收藏  |  浏览/下载：3/0  |  提交时间：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
作者:  Yang, Yukuan;  Fan, Qihang;  Yan, Tianyi;  Pei, Jing;  Li, Guoqi
收藏  |  浏览/下载：3/0  |  提交时间：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
作者:  Hu, Yifan;  Deng, Lei;  Wu, Yujie;  Yao, Man;  Li, Guoqi
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/03
Degradation problem  neuromorphic computing  residual neural network  spiking neural network (SNN)  
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
作者:  Ding, Jie;  Zhang, Yaozhong;  Song, Kun;  Li, Guoqi;  Wang, Wei;  Liu, Kexin
收藏  |  浏览/下载：45/0  |  提交时间：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
作者:  Ma, Ying;  Lou, Haijie;  Yan, Ming;  Sun, Fanghui;  Li, Guoqi
收藏  |  浏览/下载：90/0  |  提交时间：2024/02/22
Graph convolutional network  Spatio-temporal data  Traffic forecasting  
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：82/0  |  提交时间：2024/02/21
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：87/0  |  提交时间：2023/11/17
Attention mechanism  efficient neuromorphic inference  neuromorphic computing  spiking neural network  
Effects of Microstate Dynamic Brain Network Disruption in Different Stages of Schizophrenia 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2688-2697
作者:  Yan, Tianyi;  Wang, Gongshu;  Liu, Tiantian;  Li, Guoqi;  Wang, Changming;  Funahashi, Shintaro;  Suo, Dingjie;  Pei, Guangying
收藏  |  浏览/下载：111/0  |  提交时间：2023/11/17
Dynamic brain network  information interaction  microstates  resting-state EEG  schizophrenia stages