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Application of machine learning method in optical molecular imaging: a review 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 16
Authors:  An, Yu;  Meng, Hui;  Gao, Yuan;  Tong, Tong;  Zhang, Chong;  Wang, Kun;  Tian, Jie
Favorite  |  View/Download:9/0  |  Submit date:2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
Dual Networks for High-Precision and High-Speed Registration of Brain Electron Microscopy Images 期刊论文
Brain Sciences, 2020, 卷号: 10, 期号: 2, 页码: 86
Authors:  Shu, Chang;  Xin, Tong;  Zhou, Fangxu;  Chen, Xi;  Han, Hua
Adobe PDF(1388Kb)  |  Favorite  |  View/Download:40/1  |  Submit date:2020/04/27
Computer Vision  Image Processing  Deep Learning  Image Registration  Electron Microscopy Image  Dual Network Architecture  Unsupervised Learning  
Short-term synaptic plasticity expands the operational range of long-term synaptic changes in neural networks 期刊论文
NEURAL NETWORKS, 2019, 卷号: 118, 页码: 140-147
Authors:  Zeng, Guanxiong;  Huang, Xuhui;  Jiang, Tianzi;  Yu, Shan
Favorite  |  View/Download:18/0  |  Submit date:2019/12/16
Reservoir computing  Sequence learning and retrieval  Short-term depression  Synaptic heterogeneity  Self-organized criticality  Optimal information processing  
EA-LSTM: Evolutionary attention-based LSTM for time series prediction 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 181, 页码: 8
Authors:  Li, Youru;  Zhu, Zhenfeng;  Kong, Deqiang;  Han, Hua;  Zhao, Yao
Favorite  |  View/Download:24/0  |  Submit date:2019/12/16
Evolutionary computation  Deep neural network  Time series prediction  
Pairwise Interactions among Brain Regions Organize Large-Scale Functional Connectivity during Execution of Various Tasks 期刊论文
NEUROSCIENCE, 2019, 卷号: 412, 页码: 190-206
Authors:  Niu, Weikun;  Huang, Xuhui;  Xu, Kaibin;  Jiang, Tianzi;  Yu, Shan
Adobe PDF(7177Kb)  |  Favorite  |  View/Download:40/15  |  Submit date:2019/12/16
task state fMRI  pairwise correlation  functional network  neural network model  
A Method for Identification of Multisynaptic Boutons in Electron Microscopy Image Stack of Mouse Cortex 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 13, 页码: 19
Authors:  Deng, Hao;  Ma, Chao;  Han, Hua;  Xie, Qiwei;  Shen, Lijun
Favorite  |  View/Download:19/0  |  Submit date:2019/12/16
electron microscopy  multisynaptic bouton  convolutional neural network  image processing  synapse  neuron