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TFF-Former: Temporal-frequency fusion transformer for zero-training decoding of two BCI tasks 会议论文
, Lisboa Portugal, October 10 - 14, 2022
作者:  Li XJ(李叙锦);  Wei W(魏玮);  Qiu S(邱爽);  He HG(何晖光)
Adobe PDF(1941Kb)  |  收藏  |  浏览/下载：29/8  |  提交时间：2024/06/11
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：38/20  |  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：180/19  |  提交时间：2023/03/20
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(978Kb)  |  收藏  |  浏览/下载：220/58  |  提交时间：2023/01/17
Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23
作者:  Hong,Bei;  Liu,Jing;  Zhai,Hao;  Liu,Jiazheng;  Shen,Lijun;  Chen,Xi;  Xie,Qiwei;  Han,Hua
Adobe PDF(3091Kb)  |  收藏  |  浏览/下载：381/87  |  提交时间：2022/11/14
Connectomics  Reconstruction  Connectivity concept  Joint optimization  Electron microscope volumes  
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：270/41  |  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：222/10  |  提交时间：2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness  
The development of cortical functional hierarchy is associated with the molecular organization of prenatal/postnatal periods 期刊论文
CEREBRAL CORTEX, 2022, 页码: 14
作者:  Zhao, Yuxin;  Wang, Meng;  Hu, Ke;  Wang, Qi;  Lou, Jing;  Fan, Lingzhong;  Liu, Bing
Adobe PDF(1943Kb)  |  收藏  |  浏览/下载：301/54  |  提交时间：2022/11/14
cortical development  fMRI  gene expression  postnatal  prenatal  
Multisensory Concept Learning Framework Based on Spiking Neural Networks 期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2022, 卷号: 16, 页码: 12
作者:  Wang, Yuwei;  Zeng, Yi
Adobe PDF(1885Kb)  |  收藏  |  浏览/下载：271/65  |  提交时间：2022/07/25
concept learning  multisensory  spiking neural networks  brain-inspired  Independent Merge  Associate Merge  
Statistical Analysis of Multisensory and Text-Derived Representations on Concept Learning 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 12
作者:  Wang, Yuwei;  Zeng, Yi
Adobe PDF(3269Kb)  |  收藏  |  浏览/下载：275/55  |  提交时间：2022/07/25
concept learning  multisensory representations  text-derived representations  representational similarity analysis  concreteness