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深度卷积神经网络压缩与加速方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  阮晓峰
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深度卷积神经网络  模型压缩与加速  结构化剪枝  结构化稀疏  知识迁移  
深度卷积神经网络轻量化方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  胡一鸣
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卷积神经网络  模型轻量化  通道剪枝  低比特量化  神经架构搜索  
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch 会议论文
, virtual conference, 2021.2.2-2021.2.9
Authors:  Ruan, Xiaofeng;  Liu, Yufan;  Li, Bing;  Yuan, Chunfeng;  Hu, Weiming
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Human attention-inspired volume reconstruction method on serial section electron microscopy images 期刊论文
CYTOMETRY PART A, 2021, 页码: 11
Authors:  Zhou, Fangxu;  Shen, Lijun;  Chen, Bohao;  Chen, Xi;  Hua, Han
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3D volume reconstruction  electron microscopy image  image registration  
Automated Silicon-Substrate Ultra-Microtome for Automating the Collection of Brain Sections in Array Tomography 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 389-401
Authors:  Cheng, Long;  Liu, Weizhou;  Zhou, Chao;  Zou, Yongxiang;  Hou, Zeng-Guang
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Array tomography  automatic collection system  brain sections  microscopic object detection  serial section  
A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 64-76
Authors:  Cosimo Ieracitano;  Annunziata Paviglianiti;  Maurizio Campolo;  Amir Hussain;  Eros Pasero;  Francesco Carlo Morabito
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Anomaly detection  autoencoder (AE)  electrospinning  machine learning  material informatics  nanomaterials  
Dynamic Hand Gesture Recognition Based on Short-Term Sampling Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 110-120
Authors:  Wenjin Zhang;  Jiacun Wang;  Fangping Lan
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Convolutional neural network (ConvNet)  hand gesture recognition  long short-term memory (LSTM) network  short-term sampling  transfer learning  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
Authors:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
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Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
Authors:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
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Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Dezhen Xiong;  Daohui Zhang;  Xingang Zhao;  Yiwen Zhao
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Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness