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MBNN: A Multi-Branch Neural Network Capable of Utilizing Industrial Sample Unbalance for Fast Inference 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 2, 页码: 1809-1819
Authors:  Wang QZ(王其朝);  Wang K(王锴);  Li Q(李庆);  Yang, Zuye;  Jin, Guangshu;  Wang H(王宏)
Adobe PDF(2700Kb)  |  Favorite  |  View/Download:41/1  |  Submit date:2021/01/17
Fault diagnosis  Neural networks  Complexity theory  Computational modeling  Sensors  Optimization  Real-time systems  Neural network architecture  fault diagnosis  fast inference  unbalance sample  
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:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
Adobe PDF(3569Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/02/27
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
基于全局交互的图像语义理解方法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  熊艳彬
Adobe PDF(2148Kb)  |  Favorite  |  View/Download:76/4  |  Submit date:2020/06/27
卷积神经网络  循环神经网络  图像语义理解  全局交互机制  注意力机制  
Rapid Prediction of Respiratory Motion Based on Bidirectional Gated Recurrent Unit Network 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 49424-49435
Authors:  Yu SM(郁树梅);  Wang, Jiateng;  Liu JG(刘金国);  Sun RC(孙荣川);  Kuang, Shaolong;  Sun LN(孙立宁)
Adobe PDF(1513Kb)  |  Favorite  |  View/Download:93/21  |  Submit date:2020/04/11
Radiosurgery  respiratory motion predicting  Bi-GRU  LSTM  
Temperature prediction of heating furnace based on deep transfer learning 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 1-27
Authors:  Zhai NJ(翟乃举);  Zhou XF(周晓锋)
Adobe PDF(6636Kb)  |  Favorite  |  View/Download:176/23  |  Submit date:2020/09/12
deep learning  temporal convolution network  transfer learning  generative adversarial networks  furnace temperature prediction  multiple heating zones  
Bidirectional-GRU based on attention mechanism for aspect-level Sentiment Analysis 会议论文
2019 11TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING, Zhuhai, China, February 22-24, 2019
Authors:  Zhai PH(翟鹏华);  Zhang DY(张丁一)
Adobe PDF(711Kb)  |  Favorite  |  View/Download:67/8  |  Submit date:2019/06/18
sentimental analysis  deep learning  machine learning  attention mechanism  aspect-level  
The architecture design of the multirobot team formation 会议论文
Proceedings - 2004 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2004, Shenyang, China, August 22-26, 2004
Authors:  Wang XC(王醒策);  Gu GC(顾国昌);  Zhang RB(张汝波);  Song MP(宋梅萍)
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Multirobot  Multiagent System  Architecture  Plan