脑机接口中脑电信号特征提取与模式分类的理论与方法研究

60703005
2007
F0605.模式识别与数据挖掘
孙仕亮
青年科学基金项目
教授
华东师范大学
26万元
特征提取;脑电信号;模式分类;脑机接口;机器学习
2008-01-01到2010-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Mixtures of Common Spatial Patterns for Feature Extraction of EEG Signals 会议论文 孙仕亮|俞黎阳|房爱莲|陈优广|续晋华|
2 Importance Weighted Extreme Energy Ratio for EEG Classification 期刊论文 孙仕亮|涂文婷|
3 Energy Feature Extraction of EEG Signals and a Case Study 会议论文 孙仕亮|李晋博|
4 The Extreme Energy Ratio Criterion for EEG Feature Extraction 期刊论文 孙仕亮|
5 A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals 期刊论文 李晋博|孙仕亮|
6 Multitask Learning for EEG-Based Biometrics 会议论文 孙仕亮|
7 Traffic Flow Forecasting Based on Multitask Ensemble Learning 会议论文 孙仕亮|
8 Multiple-View Multiple-Learner Active Learning 期刊论文 张庆久|孙仕亮|
9 Active Learning with Extremely Sparse Labeled Examples 期刊论文 D. Hardoon|孙仕亮|
10 High Reliable Multi-view Semi-supervised Learning with Extremely Sparse Labeled Data 会议论文 孙仕亮|
11 Adaptive EEG Signal Classification Using Stochastic Approximation Methods 会议论文 孙仕亮|兰曼|吕岳|
12 Semantic Features for Multi-view Semi-supervised and Active Learning of Text Classification 会议论文 孙仕亮|
13 Hierarchical Multi-view Fisher Discriminant Analysis 期刊论文 陈巧娜|孙仕亮|
14 A Multitask Learning Approach to Face Recognition Based on Neural Networks 期刊论文 金凤|孙仕亮|
15 Extreme Energy Difference for Feature Extraction of EEG Signals 期刊论文 孙仕亮|
16 Spatial filter selection with LASSO for EEG classification 会议论文 Tu Wenting|Sun Shiliang|
17 Evolutionary Classifier Ensembles for Semi-supervised Learning 会议论文 Zhang, Qingjiu|Sun, Shiliang|
18 Local Within-Class Accuracies for Weighting Individual Outputs in Multiple Classifier Systems 期刊论文 孙仕亮|
19 A Theoretical Derivation of the Kernel Extreme Energy Ratio Method for EEG Feature Extraction 期刊论文 孙仕亮|
20 Nonlinear combination of multiple kernels for support vector machines 会议论文 Li Jinbo|Sun Shiliang|
21 The Random Electrode Selection Ensemble for EEG Signal Classification 期刊论文 吕岳|张长水|孙仕亮|
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