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Brain-inspired neural circuit evolution for spiking neural networks 期刊论文
Proceedings of the National Academy of Sciences (PNAS), 2023, 卷号: 120, 期号: 39, 页码: 10
作者:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
Adobe PDF(8398Kb)  |  收藏  |  浏览/下载：80/17  |  提交时间：2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
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：119/14  |  提交时间：2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
EventMix: An efficient data augmentation strategy for event-based learning 期刊论文
Information Sciences, 2023, 卷号: 644, 页码: 11
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(2595Kb)  |  收藏  |  浏览/下载：128/7  |  提交时间：2023/11/17
Event based data augmentation  Neuromorphic data  Spiking neural networks  Reasonable label assignment  Gaussian mixture model  
New development of SGII-UP laser facility control system based on tango controls 期刊论文
FUSION ENGINEERING AND DESIGN, 2023, 卷号: 188, 页码: 6
作者:  Zeng, Peiying;  Cheng, Ningbo;  Guo, Wenbin;  Ji, Tong;  Tang, Xiaoyun;  Zou, Wei;  Zhu, Baoqiang;  Zhu, Jianqiang
Adobe PDF(3304Kb)  |  收藏  |  浏览/下载：415/40  |  提交时间：2023/03/20
Tango controls  SGII-UP  Control system  Hierarchical structure  
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
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  
Improving Cross-State and Cross-Subject Visual ERP-Based BCI With Temporal Modeling and Adversarial Training 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 369-379
作者:  Ni, Ziyi;  Xu, Jiaming;  Wu, Yuwei;  Li, Mengfan;  Xu, Guizhi;  Xu, Bo
收藏  |  浏览/下载：240/0  |  提交时间：2022/06/06
Brain modeling  Electroencephalography  Visualization  Training  Task analysis  Feature extraction  Adaptation models  Brain-computer interface  temporal modeling  adversarial training  cross-subject  cross-state  
Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks 期刊论文
BRITISH JOURNAL OF PSYCHIATRY, 2022, 页码: 8
作者:  Cui, Yue;  Li, Chao;  Liu, Bing;  Sui, Jing;  Song, Ming;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Lv, Luxian;  Ning, Yuping;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Wu, Huawang;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
Adobe PDF(644Kb)  |  收藏  |  浏览/下载：321/11  |  提交时间：2022/06/06
Deep learning  grey matter  meta-analysis  multisite study  schizophrenia  
Efficient Pairwise 3-D Registration of Urban Scenes via Hybrid Structural Descriptors 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 17
作者:  Zhang, Long;  Guo, Jianwei;  Cheng, Zhanglin;  Xiao, Jun;  Zhang, Xiaopeng
Adobe PDF(13657Kb)  |  收藏  |  浏览/下载：271/6  |  提交时间：2022/01/27
Three-dimensional displays  Shape  Feature extraction  Semantics  Robustness  Cloud computing  Virtual reality  Descriptor  hybrid structure  point cloud  registration  urban scene