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Backpropagation with biologically plausible spatiotemporal adjustment for training deep spiking neural networks 期刊论文
Patterns, 2022, 页码: 100522
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(1369Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/06/06
N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning 期刊论文
Scientific Data, 2022, 卷号: 9, 期号: 1, 页码: 9
作者:  Li, Yang;  Dong, Yiting;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(4359Kb)  |  收藏  |  浏览/下载：133/3  |  提交时间：2023/03/20
A brain-inspired decision-making spiking neural network and its application in unmanned aerial vehicle(Vol 12, 56, 2022) 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 1
作者:  Zhao, Feifei;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：171/0  |  提交时间：2023/02/22
spiking neural network  brain-inspired decision-making  dopamine regulation  multiple brain areas coordination  reinforcement learning  UAV autonomous learning  
BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 1-12
作者:  Ma L(马亮);  Zhang Y(张瑜);  Zhang HT(张瀚天);  Cheng LQ(程禄祺);  Yang ZY(杨正宜);  Lu YH(陆玉恒);  Shi WY(时维阳);  Li W(李雯);  Zhuo JJ(卓俊杰);  Wang JJ(王娇健);  Fan LZ(樊令仲);  Jiang TZ(蒋田仔)
Adobe PDF(16100Kb)  |  收藏  |  浏览/下载：187/37  |  提交时间：2023/01/04
anatomical connectivity fingerprints  heritability  individualized brain atlas  graph neural network  topography variability  
A brain-inspired intention prediction model and its applications to humanoid robot 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:  Zhao, Yuxuan;  Zeng, Yi
收藏  |  浏览/下载：174/0  |  提交时间：2022/12/27
human-robot interaction  intention prediction  brain-inspired model  spiking neural networks  humanoid robot  
BSNN: Towards faster and better conversion of artificial neural networks to spiking neural networks with bistable neurons 期刊论文
Frontiers in Neuroscience, 2022, 卷号: 16, 页码: 13
作者:  Li, Yang;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(3930Kb)  |  收藏  |  浏览/下载：237/3  |  提交时间：2022/11/21
spiking neural network  bistability  neuromorphic computing  image classification  conversion  
Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules 期刊论文
Information Sciences, 2022, 卷号: 610, 页码: 1-13
作者:  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi;  Wang, Jihang;  Zhang, Qian
Adobe PDF(3233Kb)  |  收藏  |  浏览/下载：188/3  |  提交时间：2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness  
A Brain-Inspired Theory of Mind Spiking Neural Network for Reducing Safety Risks of Other Agents (vol 16, 753900, 2022) 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 2
作者:  Zhao, Zhuoya;  Lu, Enmeng;  Zhao, Feifei;  Zeng, Yi;  Zhao, Yuxuan
Adobe PDF(4502Kb)  |  收藏  |  浏览/下载：138/1  |  提交时间：2022/07/25
brain-inspired model  safety risks  SNNs  R-STDP  theory of mind  
A Brain-Inspired Theory of Mind Spiking Neural Network for Reducing Safety Risks of Other Agents 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 13
作者:  Zhao, Zhuoya;  Lu, Enmeng;  Zhao, Feifei;  Zeng, Yi;  Zhao, Yuxuan
Adobe PDF(4296Kb)  |  收藏  |  浏览/下载：155/0  |  提交时间：2022/07/25
brain-inspired model  safety risks  SNNs  R-STDP  theory of mind  
Impaired time-distance reconfiguration patterns in Alzheimer's disease: a dynamic functional connectivity study with 809 individuals from 7 sites 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: Suppl 6
作者:  Du,Kai;  Chen,Pindong;  Zhao,Kun;  Qu,Yida;  Kang,Xiaopeng;  Liu,Yong;  ,
收藏  |  浏览/下载：193/0  |  提交时间：2022/07/25
Time distance nodal connectivity diversity  Dynamic functional connectivity  Network reconfiguration  Multicenter  Alzheimer's disease