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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：158/12  |  提交时间：2023/03/20
Deep residual contextual and subpixel convolution network for automated neuronal structure segmentation in micro-connectomics 期刊论文
Computer Methods and Programs in Biomedicine, 2022, 卷号: 219, 页码: 106759
作者:  Xiao, Chi;  Hong, Bei;  Liu, Jing;  Tang, Yuanyan;  Xie, Qiwei;  Han, Hua
Adobe PDF(2731Kb)  |  收藏  |  浏览/下载：282/67  |  提交时间：2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：309/73  |  提交时间：2022/12/27
Fine-grained Emotion Decoding  Multi-view Learning  Multi-label Learning  Variational Autoencoder  Product of Experts  
STDIN: Spatio-temporal distilled interpolation for electron microscope images 期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 188-202
作者:  Wang, Zejin;  Sun, Guodong;  Li, Guoqing;  Shen, Lijun;  Zhang, Lina;  Han, Hua
Adobe PDF(6579Kb)  |  收藏  |  浏览/下载：271/26  |  提交时间：2022/11/14
Spatio-temporal ensemble  Feedback distillation  Electron microscope interpolation  
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：358/82  |  提交时间：2022/11/14
Connectomics  Reconstruction  Connectivity concept  Joint optimization  Electron microscope volumes  
Neuronal Morphological Model-Driven Image Registration for Serial Electron Microscopy Sections 期刊论文
Frontiers in Human Neuroscience, 2022, 页码: 20
作者:  Zhou FX(周芳旭)
Adobe PDF(5155Kb)  |  收藏  |  浏览/下载：240/43  |  提交时间：2022/06/17
Robust Frequency-Aware Instance Segmentation for Serial Tissue Sections 会议论文
, 韩国济州岛, 2021-11-12
作者:  Sun GD(孙国栋);  Wang ZJ(王泽锦);  Li GQ(李国庆);  Han H(韩华)
Adobe PDF(1188Kb)  |  收藏  |  浏览/下载：243/60  |  提交时间：2022/06/15
Serial sections  Instance segmentation  Computer vision  
RT-Net: Replay-and-Transfer Network for Class Incremental Object Detection 期刊论文
Applied Intelligence, 2022, 页码: 0
作者:  Cui, Bo;  Hu, Guyue;  Yu, Shan
Adobe PDF(12588Kb)  |  收藏  |  浏览/下载：148/0  |  提交时间：2022/06/14
Performance Analysis in Serial-section Electron Microscopy Image Registration of Neuronal Tissue 会议论文
, 美国圣地亚哥, 2022-1
作者:  Chen BH(陈波昊);  Xin T(辛桐);  Han H(韩华);  Chen X(陈曦)
Adobe PDF(1634Kb)  |  收藏  |  浏览/下载：259/65  |  提交时间：2022/06/14
Registration accuracy  Serial section  Neuronal structure  Spherical deformation model  
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 600-614
作者:  Du, Changde;  Du, Changying;  Huang, Lijie;  Wang, Haibao;  He, Huiguang
Adobe PDF(8742Kb)  |  收藏  |  浏览/下载：435/165  |  提交时间：2022/03/17
Decoding  Image reconstruction  Functional magnetic resonance imaging  Visualization  Task analysis  Brain  Correlation  Deep neural network (DNN)  functional magnetic resonance imaging (fMRI)  image reconstruction  multioutput regression  neural decoding