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IEICE Trans

Xiaoyan XIANG

Patient-Specific ECG Classification with Integrated Long Short-Term Memory and Convolutional Neural Networks
Jiaquan WU Feiteng LI Zhijian CHEN Xiaoyan XIANG Yu PU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/05/01
Vol. E103-D  No. 5  pp. 1153-1163
Type of Manuscript:  PAPER
Category: Biological Engineering
Keyword: 
convolutional neural network (CNN), long short-term memory (LSTM), patient-specific ECG classification, 
 Summary | Full Text:PDF
High Noise Tolerant R-Peak Detection Method Based on Deep Convolution Neural Network
Menghan JIA Feiteng LI Zhijian CHEN Xiaoyan XIANG Xiaolang YAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/11/01
Vol. E102-D  No. 11  pp. 2272-2275
Type of Manuscript:  LETTER
Category: Biological Engineering
Keyword: 
electrocardiograph, noise tolerance, convolution neural network, dilated convolution, 
 Summary | Full Text:PDF
SCSE: Boosting Symbolic Execution via State Concretization
Huibin WANG Chunqiang LI Jianyi MENG Xiaoyan XIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/08/01
Vol. E102-D  No. 8  pp. 1506-1516
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
state concretization, symbolic execution, constraint solving, 
 Summary | Full Text:PDF
ECG-Based Heartbeat Classification Using Two-Level Convolutional Neural Network and RR Interval Difference
Yande XIANG Jiahui LUO Taotao ZHU Sheng WANG Xiaoyan XIANG Jianyi MENG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/04/01
Vol. E101-D  No. 4  pp. 1189-1198
Type of Manuscript:  PAPER
Category: Biological Engineering
Keyword: 
electrocardiogram (ECG), beat classification, convolutional neural network (CNN), biomedical signal processing, multi-layer perceptron (MLP), 
 Summary | Full Text:PDF
A Highly Adaptive Lossless ECG Compression ASIC for Wireless Sensors Based on Hybrid Gomlomb Coding
Jiahui LUO Zhijian CHEN Xiaoyan XIANG Jianyi MENG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/03/01
Vol. E101-D  No. 3  pp. 791-794
Type of Manuscript:  LETTER
Category: Computer System
Keyword: 
ECG, lossless compression, low-power, wireless sensors, 
 Summary | Full Text:PDF