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Efficient and Accurate Converted Spiking Neural Network with Burst Spikes 会议论文
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, Vienna, 23-29 July 2022
作者:  Yang Li;  Yi Zeng
Adobe PDF(641Kb)  |  收藏  |  浏览/下载：14/4  |  提交时间：2024/05/30
Spiking Neural Networks  Conversion  Burst Spike  
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：124/0  |  提交时间：2023/03/20
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 3287-3299
作者:  Dan Li;  Changde Du;  Haibao Wang;  Qiongyi Zhou;  Huiguang He
Adobe PDF(2627Kb)  |  收藏  |  浏览/下载：246/83  |  提交时间：2023/01/17
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  
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：228/1  |  提交时间：2022/11/21
spiking neural network  bistability  neuromorphic computing  image classification  conversion  
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：225/33  |  提交时间：2022/11/14
brain-inspired decision model  SDQN  reinforcement learning  potential normalization  spiking activity  
Multi-Modal Domain Adaptation Variational Auto-encoder for EEG-Based Emotion Recognition 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:  Wang, Yixin;  Qiu, Shuang;  Li, Dan;  Du, Changde;  Lu, Bao-Liang;  He, Huiguang
收藏  |  浏览/下载：197/0  |  提交时间：2022/11/14
Cycle-consistency  domain adaptation  electroencephalograph (EEG)  multi modality  variational autoencoder  
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
收藏  |  浏览/下载：177/0  |  提交时间：2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness  
Synaptic degeneration in the prefrontal cortex of a rat AD model revealed by volume electron microscopy 期刊论文
Journal of Molecular Cell Biology, 2022, 页码: 已录用
作者:  Yi Jiang;  Linlin Li;  Keliang Pang;  Jiazheng Liu;  Bohao Chen;  Jingbin Yuan;  Lijun Shen;  Xi Chen;  Bai Lu;  Hua Han
Adobe PDF(689Kb)  |  收藏  |  浏览/下载：395/162  |  提交时间：2022/07/01
Uncovering the genetic profiles underlying the intrinsic organization of the human cerebellum 期刊论文
MOLECULAR PSYCHIATRY, 2022, 页码: 16
作者:  Wang, Yaping;  Chai, Lin;  Chu, Congying;  Li, Deying;  Gao, Chaohong;  Wu, Xia;  Yang, Zhengyi;  Zhang, Yu;  Xu, Junhai;  Nyengaard, Jens Randel;  Eickhoff, Simon B.;  Liu, Bing;  Madsen, Kristoffer Hougaard;  Jiang, Tianzi;  Fan, Lingzhong
收藏  |  浏览/下载：234/0  |  提交时间：2022/06/06