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Zero-Shot Predicate Prediction for Scene Graph Parsing 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 3140-3153
作者:  Li, Yiming;  Yang, Xiaoshan;  Huang, Xuhui;  Ma, Zhe;  Xu, Changsheng
收藏  |  浏览/下载：116/0  |  提交时间：2023/11/17
Deep learning  zero-shot  scene graph  
A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule 期刊论文
NEURAL NETWORKS, 2020, 卷号: 121, 期号: 2, 页码: 387-395
作者:  Hao, Yunzhe;  Huang, Xuhui;  Dong, Meng;  Xu, Bo
收藏  |  浏览/下载：238/0  |  提交时间：2020/03/30
Spiking neural networks  Dopamine-modulated spike-timing dependent plasticity  Pattern recognition  Supervised learning  Biologically plausibility  
Short-term synaptic plasticity expands the operational range of long-term synaptic changes in neural networks 期刊论文
NEURAL NETWORKS, 2019, 卷号: 118, 页码: 140-147
作者:  Zeng, Guanxiong;  Huang, Xuhui;  Jiang, Tianzi;  Yu, Shan
收藏  |  浏览/下载：338/0  |  提交时间：2019/12/16
Reservoir computing  Sequence learning and retrieval  Short-term depression  Synaptic heterogeneity  Self-organized criticality  Optimal information processing  
Pairwise Interactions among Brain Regions Organize Large-Scale Functional Connectivity during Execution of Various Tasks 期刊论文
NEUROSCIENCE, 2019, 卷号: 412, 页码: 190-206
作者:  Niu, Weikun;  Huang, Xuhui;  Xu, Kaibin;  Jiang, Tianzi;  Yu, Shan
Adobe PDF(7177Kb)  |  收藏  |  浏览/下载：371/66  |  提交时间：2019/12/16
task state fMRI  pairwise correlation  functional network  neural network model  
Multi-Scale Expressions of One Optimal State Regulated by Dopamine in the Prefrontal Cortex 期刊论文
Frontiers in physiology, 2019, 卷号: 10, 期号: 113, 页码: 3389
作者:  Guyue Hu;  Xuhui Huang;  Tianzi Jiang;  Shan Yu
Adobe PDF(3183Kb)  |  收藏  |  浏览/下载：244/34  |  提交时间：2019/04/08
Optimal States  E/I Balance  Dopamine  The PFC  Working Memory  Criticality  
Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 11, 页码: 19
作者:  Dong, Meng;  Huang, Xuhui;  Xu, Bo
收藏  |  浏览/下载：296/0  |  提交时间：2019/07/12
无  
Weak Higher-Order Interactions in Macroscopic Functional Networks of the Resting Brain 期刊论文
JOURNAL OF NEUROSCIENCE, 2017, 卷号: 37, 期号: 43, 页码: 10481-10497
作者:  Huang, Xuhui;  Xu, Kaibin;  Chu, Congying;  Jiang, Tianzi;  Yu, Shan
Adobe PDF(1071Kb)  |  收藏  |  浏览/下载：421/72  |  提交时间：2017/10/09
Default Mode Network  Frontoparietal Network  Functional Connectivity  Pairwise Correlation  Resting-state Fmri  
Different propagation speeds of recalled sequences in plastic spiking neural networks 期刊论文
NEW JOURNAL OF PHYSICS, 2015, 卷号: 17, 期号: 3, 页码: 035006
作者:  Huang, Xuhui;  Zheng, Zhigang;  Hu, Gang;  Wu, Si;  Rasch, Malte J.;  Si Wu, Malte J. Rasch
Adobe PDF(1953Kb)  |  收藏  |  浏览/下载：235/69  |  提交时间：2016/03/30
Sequential Activity Recall  Spiking Neural Network  Spike-timing Dependent Plasticity