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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:9/0  |  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:37/0  |  Submit date: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
Authors:  Zheng, Hanle;  Zheng, Zhong;  Hu, Rui;  Xiao, Bo;  Wu, Yujie;  Yu, Fangwen;  Liu, Xue;  Li, Guoqi;  Deng, Lei
Favorite  |  View/Download:24/0  |  Submit date: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
Authors:  Yao, Man;  Zhao, Guangshe;  Zhang, Hengyu;  Hu, Yifan;  Deng, Lei;  Tian, Yonghong;  Xu, Bo;  Li, Guoqi
Favorite  |  View/Download:41/0  |  Submit date: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
Authors:  Yan, Tianyi;  Wang, Gongshu;  Liu, Tiantian;  Li, Guoqi;  Wang, Changming;  Funahashi, Shintaro;  Suo, Dingjie;  Pei, Guangying
Favorite  |  View/Download:61/0  |  Submit date:2023/11/17
Dynamic brain network  information interaction  microstates  resting-state EEG  schizophrenia stages  
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition 期刊论文
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
Authors:  Yao, Man;  Zhang, Hengyu;  Zhao, Guangshe;  Zhang, Xiyu;  Wang, Dingheng;  Cao, Gang;  Li, Guoqi
Favorite  |  View/Download:53/0  |  Submit date:2023/11/16
Spiking neural network  Event-based vision  Neuromorphic computing  Attention mechanism  Brain-inspired computing  
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:56/0  |  Submit date:2023/11/16
Rate coding  spike attention coding (SAC)  spiking neural networks (SNNs)  temporal coding  
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:48/0  |  Submit date:2023/05/31
millimeter wave radar  spiking neural networks  attention mechanism  model robustness  trajectory estimation  
Rethinking Pretraining as a Bridge From ANNs to SNNs 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
Authors:  Lin, Yihan;  Hu, Yifan;  Ma, Shijie;  Yu, Dongjie;  Li, Guoqi
Favorite  |  View/Download:148/0  |  Submit date:2023/03/20
Training  Task analysis  Neurons  Pipelines  Artificial neural networks  Feature extraction  Transfer learning  Event-driven dataset  neural network (NN) analysis  pretraining technique  spiking NN (SNN)  transfer learning  
Information evolution in complex networks 期刊论文
CHAOS, 2022, 卷号: 32, 期号: 7, 页码: 21
Authors:  Tian, Yang;  Li, Guoqi;  Sun, Pei
Favorite  |  View/Download:109/0  |  Submit date:2023/03/20