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BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 15
作者:  Wei, Zechen;  Liu, Yanjun;  Zhu, Tao;  Yang, Xin;  Tian, Jie;  Hui, Hui
Adobe PDF(6094Kb)  |  收藏  |  浏览/下载：76/3  |  提交时间：2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal  
A learnable EEG channel selection method for MI-BCI using efficient channel attention 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 13
作者:  Tong, Lina;  Qian, Yihui;  Peng, Liang;  Wang, Chen;  Hou, Zeng-Guang
Adobe PDF(2021Kb)  |  收藏  |  浏览/下载：86/11  |  提交时间：2023/12/21
brain-computer interface  motor imagery  channel selection  deep learning  attention mechanism  
Species Classification for Neuroscience Literature Based on Span of Interest Using Sequence-to-Sequence Learning Model 期刊论文
https://www.frontiersin.org/articles/10.3389/fnhum.2020.00128/full, 2020, 卷号: 14, 期号: 1, 页码: 128
作者:  Zhu, Hongyin;  Zeng, Yi;  Wang, Dongsheng;  Huangfu, Cunqing
浏览  |  Adobe PDF(2089Kb)  |  收藏  |  浏览/下载：298/75  |  提交时间：2020/06/16
brain science  neuroscience  PubMed  
An intelligent learning approach for improving ECG signal classification and arrhythmia analysis 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2020, 卷号: 103, 页码: 14
作者:  Sangaiah, Arun Kumar;  Arumugam, Maheswari;  Bian, Gui-Bin
收藏  |  浏览/下载：380/0  |  提交时间：2020/06/02
ECG  Noise suppression  Baseline wander (BW)  Power line interference (PLI)  Electromyography (EMG)  Signal to noise ratio (SNR)  Devoted wavelet  Feature extraction  HMM (Hidden Markov Model)  Cardiac arrhythmia  
Constructing a Guided Filter by Exploiting the Butterworth Filter for ECG Signal Enhancement 期刊论文
JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2018, 卷号: 38, 期号: 6, 页码: 980-992
作者:  Liu, Ming;  Hao, HuaQing;  Xiong, Peng;  Lin, Feng;  Hou, ZengGuang;  Liu, Xiuling
收藏  |  浏览/下载：191/0  |  提交时间：2019/07/12
Telemedicine  Electrocardiogram signal enhancement  Butterworth high-pass filter  Guided filter  
Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 332-351
作者:  Sun, Yunlian;  Zhang, Man;  Sun, Zhenan;  Tan, Tieniu
浏览  |  Adobe PDF(2995Kb)  |  收藏  |  浏览/下载：861/305  |  提交时间：2017/09/16
Demographic Estimation  Biometrics  Human Age Estimation  Gender Classification  Race Recognition  
Sparse representation-based ECG signal enhancement and QRS detection 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2016, 卷号: 37, 期号: 12, 页码: 2093-2110
作者:  Zhou, Yichao;  Hu, Xiyuan;  Tang, Zhenmin;  Ahn, Andrew C.
浏览  |  Adobe PDF(1004Kb)  |  收藏  |  浏览/下载：373/124  |  提交时间：2017/02/14
Ecg Enhancement  Qrs Complex Detection  Sparse Representation  Dictionary Learning  
ECG signal enhancement based on improved denoising auto-encoder 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2016, 卷号: 52, 页码: 194-202
作者:  Xiong, Peng;  Wang, Hongrui;  Liu, Ming;  Zhou, Suiping;  Hou, Zengguang;  Liu, Xiuling
收藏  |  浏览/下载：264/0  |  提交时间：2016/10/20
Denoising Auto-encoder (Dae)  Ecg Signal Denoising  Wavelet Transform (Wt)  Deep Neural Network (Dnn)