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MSAT: biologically inspired multistage adaptive threshold for conversion of spiking neural networks 期刊论文
Neural Computing and Applications, 2024, 页码: 8531–8547
作者:  He, Xiang;  Li, Yang;  Zhao, Dongcheng;  Kong, Qingqun;  Zeng, Yi
Adobe PDF(2459Kb)  |  收藏  |  浏览/下载：50/17  |  提交时间：2024/06/05
Backeisnn: A deep spiking neural network with adaptive self-feedback and balanced excitatory–inhibitory neurons 期刊论文
Neural Networks, 2022, 页码: 68-77
作者:  Dongcheng Zhao;  Yi Zeng;  Yang Li
Adobe PDF(1475Kb)  |  收藏  |  浏览/下载：18/8  |  提交时间：2024/06/03
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections 期刊论文
Neural Networks, 2023, 卷号: 165, 页码: 799-808
作者:  Dong, Yiting;  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi
Adobe PDF(2202Kb)  |  收藏  |  浏览/下载：127/17  |  提交时间：2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
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：187/21  |  提交时间：2023/03/20
Effects of working memory span training on top-down attentional asymmetry at both neural and behavioral levels 期刊论文
CEREBRAL CORTEX, 2023, 页码: 10
作者:  Li, Yang;  Chen, Xiongying;  Zhang, Qiumei;  Xu, Wending;  Li, Jin;  Ji, Feng;  Dong, Qi;  Chen, Chuansheng;  Li, Jun
收藏  |  浏览/下载：300/0  |  提交时间：2023/02/22
working memory span  RCT  EEG  alpha lateralization  attention  
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：282/11  |  提交时间：2022/11/21
spiking neural network  bistability  neuromorphic computing  image classification  conversion  
Too depressed to breathe: The longitudinal association between depressive symptoms and lung function among general middle-aged and older adults 期刊论文
ARCHIVES OF GERONTOLOGY AND GERIATRICS, 2022, 卷号: 103, 页码: 5
作者:  Guo, Lizhi;  Yang, Li;  Rao, Liwei;  Luo, Fengping;  Gao, Ningcan;  Jia, Xiaohua;  Yu, Bin
Adobe PDF(415Kb)  |  收藏  |  浏览/下载：235/9  |  提交时间：2022/11/21
Depressive symptoms  Lung function  Peak expiratory flow (PEF)  General middle-aged and older adults  
Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:  Sun, Yinqian;  Zeng, Yi;  Li, Yang
Adobe PDF(1561Kb)  |  收藏  |  浏览/下载：277/42  |  提交时间：2022/11/14
brain-inspired decision model  SDQN  reinforcement learning  potential normalization  spiking activity  
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：233/13  |  提交时间：2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness  
PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling 期刊论文
IEEE Transactions on Image Processing, 2022, 卷号: 31, 页码: 5121-5133
作者:  Yang, Li;  Xu, Yan;  Wang, Shaoru;  Yuan, Chunfeng;  Zhang, Ziqi;  Li, Bing;  Hu, Weiming
Adobe PDF(3190Kb)  |  收藏  |  浏览/下载：335/43  |  提交时间：2022/09/19
Object detection  prediction decoupling  convolutional neural network